History of robots
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The history of robots has its origins in the ancient world. During the
industrial revolution The Industrial Revolution was the transition to new manufacturing processes in Great Britain, continental Europe, and the United States, that occurred during the period from around 1760 to about 1820–1840. This transition included going f ...
, humans developed the
structural engineering Structural engineering is a sub-discipline of civil engineering in which structural engineers are trained to design the 'bones and muscles' that create the form and shape of man-made structures. Structural engineers also must understand and cal ...
capability to control
electricity Electricity is the set of physical phenomena associated with the presence and motion of matter that has a property of electric charge. Electricity is related to magnetism, both being part of the phenomenon of electromagnetism, as describe ...
so that machines could be powered with small motors. In the early 20th century, the notion of a
humanoid A humanoid (; from English ''human'' and '' -oid'' "resembling") is a non-human entity with human form or characteristics. The earliest recorded use of the term, in 1870, referred to indigenous peoples in areas colonized by Europeans. By the 20 ...
machine was developed. The first uses of modern robots were in
factories A factory, manufacturing plant or a production plant is an industrial facility, often a complex consisting of several buildings filled with machinery, where workers manufacture items or operate machines which process each item into another. T ...
as
industrial robot An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes. Typical applications of robots include welding, painting, assembly, disassembly, pick ...
s. These industrial robots were fixed machines capable of
manufacturing Manufacturing is the creation or production of goods with the help of equipment, labor, machines, tools, and chemical or biological processing or formulation. It is the essence of secondary sector of the economy. The term may refer to ...
tasks which allowed production with less human
work Work may refer to: * Work (human activity), intentional activity people perform to support themselves, others, or the community ** Manual labour, physical work done by humans ** House work, housework, or homemaking ** Working animal, an animal t ...
. Digitally programmed industrial robots with
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech ...
have been built since the 2000s.


Early legends

Concepts of artificial servants and companions date at least as far back as the ancient legends of
Cadmus In Greek mythology, Cadmus (; grc-gre, Κάδμος, Kádmos) was the legendary Phoenician founder of Boeotian Thebes. He was the first Greek hero and, alongside Perseus and Bellerophon, the greatest hero and slayer of monsters before the da ...
, who is said to have sown dragon teeth that turned into soldiers and Pygmalion whose statue of Galatea came to life. Many ancient mythologies included artificial people, such as the talking mechanical handmaidens (
Ancient Greek Ancient Greek includes the forms of the Greek language used in ancient Greece and the ancient world from around 1500 BC to 300 BC. It is often roughly divided into the following periods: Mycenaean Greek (), Dark Ages (), the Archaic pe ...
: (Kourai Khryseai); "Golden Maidens") built by the Greek god
Hephaestus Hephaestus (; eight spellings; grc-gre, Ἥφαιστος, Hḗphaistos) is the Greek god of blacksmiths, metalworking, carpenters, craftsmen, artisans, sculptors, metallurgy, fire (compare, however, with Hestia), and volcanoes.Walter B ...
( Vulcan to the Romans) out of gold. The Buddhist scholar
Daoxuan Daoxuan (; 596–667) was an eminent Tang dynasty Chinese Buddhist monk. He is perhaps best known as the patriarch of the Four-part Vinaya school (). Daoxuan wrote both the ''Continued Biographies of Eminent Monks'' (Xù gāosēng zhuàn 續高 ...
(596-667 AD) described humanoid automata crafted from metals that recite sacred texts in a cloister which housed a fabulous clock. The "precious metal-people" weeped when Buddha Shakyamuni died. Humanoid automations also feature in the
Epic of King Gesar The Epic of King Gesar ( Tibetan, Bhutanese: གླིང་གེ་སར །), also spelled Geser (especially in Mongolian contexts) or Kesar (), is a work of epic literature of Tibet and greater Central Asia. The epic originally develop ...
, a
Central Asian Central Asia, also known as Middle Asia, is a region of Asia that stretches from the Caspian Sea in the west to western China and Mongolia in the east, and from Afghanistan and Iran in the south to Russia in the north. It includes the form ...
cultural hero. Early Chinese lore on the legendary carpenter
Lu Ban Lu Ban (–444BC). was a Chinese architect or master carpenter, structural engineer, and inventor, during the Zhou Dynasty. He is revered as the Chinese Deity (Patron) of builders and contractors. Life Lu Ban was born in the state of Lu; a few ...
and the philosopher
Mozi Mozi (; ; Latinized as Micius ; – ), original name Mo Di (), was a Chinese philosopher who founded the school of Mohism during the Hundred Schools of Thought period (the early portion of the Warring States period, –221 BCE). The ancie ...
described mechanical imitations of animals and demons. The implications of humanoid automatons were discussed in Liezi (4th century CE), a compilation of
Daoist Taoism (, ) or Daoism () refers to either a school of philosophical thought (道家; ''daojia'') or to a religion (道教; ''daojiao''), both of which share ideas and concepts of Chinese origin and emphasize living in harmony with the '' Tao ...
texts which went on to become a classic. In chapter 5
King Mu of Zhou King Mu of Zhou (), personal name Ji Man, was the fifth king of the Zhou dynasty of China. The dates of his reign are 976–922 BC or 956–918 BC. Life King Mu came to the throne after his father King Zhao’s death during his tour to the Sout ...
is on tour of the West and upon asking the craftsman Master Yan Shi "What can you do?" the royal court is presented with an artificial man. The automation was indistinguishable from a human and performed various tricks for the king and his entourage. But the king flew into a rage when apparently the automation started to flirt with the ladies in attendance and threatened the automation with execution. So the craftsman cut the automation open and revealed the inner workings of the artificial man. The king is fascinated and experiments with the functional interdependence of the automation by removing different organlike components. The king marveled "is it then possible for human skill to achieve as much as the Creator?" and confiscated the automation. A similar tale can be found in the near contemporary Indian Buddhist Jataka tales, but here the intricacy of the automation does not match that of Master Yan. Prior to the introduction of Buddhism in the
Common Era Common Era (CE) and Before the Common Era (BCE) are year notations for the Gregorian calendar (and its predecessor, the Julian calendar), the world's most widely used calendar era. Common Era and Before the Common Era are alternatives to the or ...
, Chinese philosophers did not seriously consider the distinction between appearance and reality. The Liezi rebuts Buddhist philosophies and likens human creative powers to that of the Creator. The Indian ''Lokapannatti'', a collection of cycles and lores produced in the 11th or 12th century AD, tells the story of how an army of automated soldiers (bhuta vahana yanta or "Spirit movement machines") were crafted to protect the relics of Buddha in a secret stupa. The plans for making such humanoid automatons were stolen from the kingdom of Rome, a generic term for the Greco-Roman-Byzantine culture. According to the ''Lokapannatti'', the Yavanas ("Greek-speakers") used the automatons to carry out trade and farming, but also captured and executed criminals. Roman automation makers who left the kingdom were pursued and killed by the automatons. According to the ''Lokapannatti'', the emperor
Asoka Ashoka (, ; also ''Asoka''; 304 – 232 BCE), popularly known as Ashoka the Great, was the third emperor of the Maurya Empire of Indian subcontinent during to 232 BCE. His empire covered a large part of the Indian subcontinent, s ...
hears the story of the secret stupa and sets out to find it. Following a battle between the fierce warrior automatons, Asoka finds the long-lived engineer who had constructed the automatons and is shown how to dismantle and control them. Thus emperor Asoka manages to command a large army of automated warriors. This Indian tale reflects the fear of losing control of artificial beings, which has also been expressed in Greek myths about the dragon-teeth army. Inspired by European
Christian legend A legendary ( la, legendarius) is a collection of saints' lives. The word derives from the Latin word , meaning 'things to be read'. The first legendaries were manuscripts written in the Middle Ages, including collections such as the South English l ...
, medieval Europeans devised brazen heads that could answer questions posed to them.
Albertus Magnus Albertus Magnus (c. 1200 – 15 November 1280), also known as Saint Albert the Great or Albert of Cologne, was a German Dominican friar, philosopher, scientist, and bishop. Later canonised as a Catholic saint, he was known during his li ...
was supposed to have constructed an entire android which could perform some domestic tasks, but it was destroyed by Albert's student
Thomas Aquinas Thomas Aquinas, Dominican Order, OP (; it, Tommaso d'Aquino, lit=Thomas of Aquino, Italy, Aquino; 1225 – 7 March 1274) was an Italian Dominican Order, Dominican friar and Catholic priest, priest who was an influential List of Catholic philo ...
for disturbing his thought. The most famous legend concerned a bronze head devised by
Roger Bacon Roger Bacon (; la, Rogerus or ', also '' Rogerus''; ), also known by the scholastic accolade ''Doctor Mirabilis'', was a medieval English philosopher and Franciscan friar who placed considerable emphasis on the study of nature through emp ...
which was destroyed or scrapped after he missed its moment of operation. Automata resembling humans or animals were popular in the imaginary worlds of medieval literature.


Automata

In the 4th century BC the mathematician
Archytas Archytas (; el, Ἀρχύτας; 435/410–360/350 BC) was an Ancient Greek philosopher, mathematician, music theorist, astronomer, statesman, and strategist. He was a scientist of the Pythagorean school and famous for being the reputed found ...
of Tarentum postulated a mechanical bird he called "The Pigeon", which was propelled by
steam Steam is a substance containing water in the gas phase, and sometimes also an aerosol of liquid water droplets, or air. This may occur due to evaporation or due to boiling, where heat is applied until water reaches the enthalpy of vaporizatio ...
. Taking up the earlier reference in
Homer Homer (; grc, Ὅμηρος , ''Hómēros'') (born ) was a Greek poet who is credited as the author of the ''Iliad'' and the ''Odyssey'', two epic poems that are foundational works of ancient Greek literature. Homer is considered one of the ...
's Iliad,
Aristotle Aristotle (; grc-gre, Ἀριστοτέλης ''Aristotélēs'', ; 384–322 BC) was a Greek philosopher and polymath during the Classical period in Ancient Greece. Taught by Plato, he was the founder of the Peripatetic school of ...
speculated in his ''Politics'' (ca. 322 BC, book 1, part 4) that automata could someday bring about human equality by making possible the
abolition of slavery Abolitionism, or the abolitionist movement, is the movement to end slavery. In Western Europe and the Americas, abolitionism was a historic movement that sought to end the Atlantic slave trade and liberate the enslaved people. The British ...
:
There is only one condition in which we can imagine managers not needing subordinates, and masters not needing slaves. This condition would be that each instrument could do its own work, at the word of command or by intelligent anticipation, like the statues of Daedalus or the tripods made by Hephaestus, of which Homer relates that "Of their own motion they entered the conclave of Gods on Olympus", as if a shuttle should weave of itself, and a plectrum should do its own harp playing.
When the Greeks controlled Egypt, a succession of engineers who could construct automata established themselves in
Alexandria Alexandria ( or ; ar, ٱلْإِسْكَنْدَرِيَّةُ ; grc-gre, Αλεξάνδρεια, Alexándria) is the second largest city in Egypt, and the largest city on the Mediterranean coast. Founded in by Alexander the Great, Alexandri ...
. Starting with the polymath
Ctesibius Ctesibius or Ktesibios or Tesibius ( grc-gre, Κτησίβιος; fl. 285–222 BC) was a Greek inventor and mathematician in Alexandria, Ptolemaic Egypt. He wrote the first treatises on the science of compressed air and its uses in pumps (a ...
(285-222 BC), Alexandrian engineers left behind texts detailing workable automata powered by
hydraulics Hydraulics (from Greek: Υδραυλική) is a technology and applied science using engineering, chemistry, and other sciences involving the mechanical properties and use of liquids. At a very basic level, hydraulics is the liquid counte ...
or
steam Steam is a substance containing water in the gas phase, and sometimes also an aerosol of liquid water droplets, or air. This may occur due to evaporation or due to boiling, where heat is applied until water reaches the enthalpy of vaporizatio ...
. Ctesibius built human-like automata, often these were used in religious ceremonies and the worship of deities. One of the last great Alexandrian engineers,
Hero of Alexandria Hero of Alexandria (; grc-gre, Ἥρων ὁ Ἀλεξανδρεύς, ''Heron ho Alexandreus'', also known as Heron of Alexandria ; 60 AD) was a Greek mathematician and engineer who was active in his native city of Alexandria, Roman Egypt. H ...
(10-70 CE) constructed an automata puppet theater, where the figurines and the stage sets moved by mechanical means. He described the construction of such automata in his treatise on
pneumatics Pneumatics (from Greek ‘wind, breath’) is a branch of engineering that makes use of gas or pressurized air. Pneumatic systems used in industry are commonly powered by compressed air or compressed inert gases. A centrally located and e ...
. Alexandrian engineers constructed automata as reverence for humans' apparent command over nature and as tools for priests, but also started a tradition where automata were constructed for anyone who was wealthy enough and primarily for the entertainment of the rich. The manufacturing tradition of automata continued in the Greek world well into the Middle Ages. On his visit to
Constantinople la, Constantinopolis ota, قسطنطينيه , alternate_name = Byzantion (earlier Greek name), Nova Roma ("New Rome"), Miklagard/Miklagarth (Old Norse), Tsargrad ( Slavic), Qustantiniya (Arabic), Basileuousa ("Queen of Cities"), Megalopolis (" ...
in 949 ambassador
Liutprand of Cremona Liutprand, also Liudprand, Liuprand, Lioutio, Liucius, Liuzo, and Lioutsios (c. 920 – 972),"LIUTPRAND OF CREMONA" in '' The Oxford Dictionary of Byzantium'', Oxford University Press, New York & Oxford, 1991, p. 1241. was a historian, diplomat, ...
described automata in the emperor Theophilos' palace, including Similar automata in the throne room (singing birds, roaring and moving lions) were described by Luitprand's contemporary, the Byzantine emperor
Constantine Porphyrogenitus Constantine VII Porphyrogenitus (; 17 May 905 – 9 November 959) was the fourth Emperor of the Macedonian dynasty of the Byzantine Empire, reigning from 6 June 913 to 9 November 959. He was the son of Emperor Leo VI and his fourth wife, Zoe Ka ...
, in his book . In China the Cosmic Engine, a clock tower built by Su Song in Kaifeng, China, in 1088 CE, featured mechanical
mannequin A mannequin (also called a dummy, lay figure, or dress form) is a doll, often articulated, used by artists, tailors, dressmakers, window dressers and others, especially to display or fit clothing and show off different fabrics and textiles. ...
s that chimed the hours, ringing gongs or bells among other devices. Feats of automation continued into the
Tang dynasty The Tang dynasty (, ; zh, t= ), or Tang Empire, was an Dynasties in Chinese history, imperial dynasty of China that ruled from 618 to 907 AD, with an Zhou dynasty (690–705), interregnum between 690 and 705. It was preceded by the Sui dyn ...
. Daifeng Ma built an automated dresser servant for the queen. Ying Wenliang built an automata man that proposed toasts at banquets and a wooden woman automata that played the sheng. Among the best documented automata of ancient China are that of Han Zhile, a Japanese who moved to China in the early 9th century CE. Post-classical societies such as the Byzantines and
Arabs The Arabs (singular: Arab; singular ar, عَرَبِيٌّ, DIN 31635: , , plural ar, عَرَب, DIN 31635: , Arabic pronunciation: ), also known as the Arab people, are an ethnic group mainly inhabiting the Arab world in Western Asia, ...
continued the construction of automata. The Byzantines inherited the knowledge on automata from the Alexandrians and developed it further to build
water clock A water clock or clepsydra (; ; ) is a timepiece by which time is measured by the regulated flow of liquid into (inflow type) or out from (outflow type) a vessel, and where the amount is then measured. Water clocks are one of the oldest time- ...
s with gear mechanisms, such as for example described by
Procopius Procopius of Caesarea ( grc-gre, Προκόπιος ὁ Καισαρεύς ''Prokópios ho Kaisareús''; la, Procopius Caesariensis; – after 565) was a prominent late antique Greek scholar from Caesarea Maritima. Accompanying the Roman gen ...
about 510. It was in the medieval Arab world where more significant advances in the construction of automata would take place.
Harun al-Rashid Abu Ja'far Harun ibn Muhammad al-Mahdi ( ar , أبو جعفر هارون ابن محمد المهدي) or Harun ibn al-Mahdi (; or 766 – 24 March 809), famously known as Harun al-Rashid ( ar, هَارُون الرَشِيد, translit=Hārūn ...
built water clocks with complicated hydraulic jacks and moving human figures. One such clock was gifted to
Charlemagne Charlemagne ( , ) or Charles the Great ( la, Carolus Magnus; german: Karl der Große; 2 April 747 – 28 January 814), a member of the Carolingian dynasty, was King of the Franks from 768, King of the Lombards from 774, and the first E ...
, King of the Franks, in 807. Arab engineers such as Banu Musa and
Al-Jazari Badīʿ az-Zaman Abu l-ʿIzz ibn Ismāʿīl ibn ar-Razāz al-Jazarī (1136–1206, ar, بديع الزمان أَبُ اَلْعِزِ إبْنُ إسْماعِيلِ إبْنُ الرِّزاز الجزري, ) was a polymath: a scholar, ...
published treatise on hydraulics and further advanced the art of water clocks. Al-Jazari built automated moving peacocks driven by hydropower. He invented a
water wheel A water wheel is a machine for converting the energy of flowing or falling water into useful forms of power, often in a watermill. A water wheel consists of a wheel (usually constructed from wood or metal), with a number of blades or buckets ...
s with cams on their
axle An axle or axletree is a central shaft for a rotating wheel or gear. On wheeled vehicles, the axle may be fixed to the wheels, rotating with them, or fixed to the vehicle, with the wheels rotating around the axle. In the former case, beari ...
used to operate automata. One of al-Jazari's humanoid automata was a waitress that could serve water, tea or drinks. The drink was stored in a tank with a reservoir from where the drink drips into a bucket and, after seven minutes, into a cup, after which the waitress appears out of an automatic door serving the drink. Al-Jazari invented a hand washing
automaton An automaton (; plural: automata or automatons) is a relatively self-operating machine, or control mechanism designed to automatically follow a sequence of operations, or respond to predetermined instructions.Automaton – Definition and More ...
incorporating a flush mechanism now used in modern
flush toilet A flush toilet (also known as a flushing toilet, water closet (WC) – see also toilet names) is a toilet that disposes of human waste (principally urine and feces) by using the force of water to ''flush'' it through a drainpipe to another loca ...
s. It features a female humanoid automaton standing by a basin filled with water. When the user pulls the lever, the water drains and the female automaton refills the basin. Furthermore, he created a robotic musical band. According to Mark Rosheim, unlike Greek designs
Arab The Arabs (singular: Arab; singular ar, عَرَبِيٌّ, DIN 31635: , , plural ar, عَرَب, DIN 31635: , Arabic pronunciation: ), also known as the Arab people, are an ethnic group mainly inhabiting the Arab world in Western Asia, ...
automata worked with dramatic illusion and manipulated the human
perception Perception () is the organization, identification, and interpretation of sensory information in order to represent and understand the presented information or environment. All perception involves signals that go through the nervous syste ...
for practical application. The segmental gears described in ''The Book of Knowledge of Ingenious Mechanical Devices'', published by Al-Jazari shortly before his death in 1206, appeared 100 years later in the most advanced European
clock A clock or a timepiece is a device used to measure and indicate time. The clock is one of the oldest human inventions, meeting the need to measure intervals of time shorter than the natural units such as the day, the lunar month and ...
s. Al-Jazari also published instructions on the construction of humanoid automata. The first water clocks modeled on Arabic designs were constructed in Europe about 1000 CE, possibly on the basis of the information that was transmitted during Muslim-Christian contact in Sicily and Spain. Among the first recorded European water clocks is that of
Gerbert of Aurillac Pope Sylvester II ( – 12 May 1003), originally known as Gerbert of Aurillac, was a French-born scholar and teacher who served as the bishop of Rome and ruled the Papal States from 999 to his death. He endorsed and promoted study of Arab and G ...
, built in 985 CE. Hero's works on automata were translated into Latin amid the 12th century Renaissance. The early 13th-century artist-engineer
Villard de Honnecourt Villard de Honnecourt (''Wilars dehonecort'', ''Vilars de Honecourt'') was a 13th-century artist from Picardy in northern France. He is known to history only through a surviving portfolio or "sketchbook" containing about 250 drawings and designs ...
sketched plans for several automata. At the end of the 13th century,
Robert II, Count of Artois Robert II (September 1250 – 11 July 1302) was the Count of Artois, the posthumous son and heir of Robert I and Matilda of Brabant. He was a nephew of Louis IX of France. He died at the Battle of the Golden Spurs. Life An experienced soldier, ...
, built a pleasure garden at his castle at
Hesdin Hesdin (; vls, Heusdin) is a commune in the Pas-de-Calais department in northern France. Geography The N39, from Arras to Montreuil, used to be the main thoroughfare of the town. In the 1950s, a circular route was created to help traffic fl ...
that incorporated a number of robots, humanoid and animal. Automated bellstrikers, called jacquemart, became popular in Europe in the 14th century alongside mechanical clocks. Among the first verifiable automation is a
humanoid A humanoid (; from English ''human'' and '' -oid'' "resembling") is a non-human entity with human form or characteristics. The earliest recorded use of the term, in 1870, referred to indigenous peoples in areas colonized by Europeans. By the 20 ...
drawn by
Leonardo da Vinci Leonardo di ser Piero da Vinci (15 April 14522 May 1519) was an Italian polymath of the High Renaissance who was active as a painter, draughtsman, engineer, scientist, theorist, sculptor, and architect. While his fame initially rested on ...
(1452–1519) in around 1495. Leonardo's notebooks, rediscovered in the 1950s, contain detailed drawings of a mechanical
knight A knight is a person granted an honorary title of knighthood by a head of state (including the Pope) or representative for service to the monarch, the Christian denomination, church or the country, especially in a military capacity. Knighthood ...
in armor which was able to sit up, wave its arms and move its head and jaw. In the mid-1400s, Johannes Müller von Königsberg created an automaton eagle and fly made of iron; both could fly.
John Dee John Dee (13 July 1527 – 1608 or 1609) was an English mathematician, astronomer, astrologer, teacher, occultist, and alchemist. He was the court astronomer for, and advisor to, Elizabeth I, and spent much of his time on alchemy, divination, a ...
is also known for creating a wooden beetle, capable of flying. The 17th-century thinker Rene Descartes believed that animals and humans were biological machines. On his last trip to Norway, he took with him a mechanical doll that looked like his dead daughter Francine. In the 18th century the master toymaker
Jacques de Vaucanson Jacques de Vaucanson (; February 24, 1709 – November 21, 1782) was a French inventor and artist who built the first all-metal lathe which was very important to the Industrial Revolution. The lathe is known as the mother of machine tools, as i ...
built for
Louis XV Louis XV (15 February 1710 – 10 May 1774), known as Louis the Beloved (french: le Bien-Aimé), was King of France from 1 September 1715 until his death in 1774. He succeeded his great-grandfather Louis XIV at the age of five. Until he reache ...
an automated duck with hundreds of moving parts, which could eat and drink. Vaucanson subsequently built humanoid automatons, a drummer and fife player were noted for their anatomical similarity to real human beings. Vaucanson's creation inspired European
watchmaker A watchmaker is an artisan who makes and repairs watches. Since a majority of watches are now factory-made, most modern watchmakers only repair watches. However, originally they were master craftsmen who built watches, including all their part ...
s to manufacture mechanical automata and it became fashionable among the European aristocracy to collect sophisticated mechanical devices for entertainment. In 1747
Julien Offray de La Mettrie Julien Offray de La Mettrie (; November 23, 1709 – November 11, 1751) was a French physician and philosopher, and one of the earliest of the French materialism, French materialists of the Age of Enlightenment, Enlightenment. He is best known fo ...
anonymously published '' L'homme machine'' (''Man a Machine''), in which he called Vaucanson a "new
Prometheus In Greek mythology, Prometheus (; , , possibly meaning " forethought")Smith"Prometheus". is a Titan god of fire. Prometheus is best known for defying the gods by stealing fire from them and giving it to humanity in the form of technology, kn ...
" and mused "the human body is a watch, a large watch constructed with such skill and ingenuity". In the 1770s the Swiss
Pierre Jaquet-Droz Pierre Jaquet-Droz (; 1721–1790) was a watchmaker of the late eighteenth century. He was born on 28 July 1721 in La Chaux-de-Fonds, in the Principality of Neuchâtel, which was then part of the Kingdom of Prussia. He lived in Paris, London, and ...
created moving automata that looked like children, which delighted
Mary Shelley Mary Wollstonecraft Shelley (; ; 30 August 1797 – 1 February 1851) was an English novelist who wrote the Gothic novel '' Frankenstein; or, The Modern Prometheus'' (1818), which is considered an early example of science fiction. She also ...
, who went on to write the 1818 novel '' Frankenstein; or, The Modern Prometheus''. The ultimate attempt at automation was The Turk by
Wolfgang von Kempelen Johann Wolfgang Ritter von Kempelen de Pázmánd ( hu, Kempelen Farkas; 23 January 1734 – 26 March 1804) was a Hungarian author and inventor, known for his chess-playing "automaton" hoax The Turk and for his speaking machine. Personal lif ...
, a sophisticated machine that could play
chess Chess is a board game for two players, called White and Black, each controlling an army of chess pieces in their color, with the objective to checkmate the opponent's king. It is sometimes called international chess or Western chess to dist ...
against a human opponent and toured Europe. When the machine was brought to the new world, it prompted
Edgar Allan Poe Edgar Allan Poe (; Edgar Poe; January 19, 1809 – October 7, 1849) was an American writer, poet, editor, and literary critic. Poe is best known for his poetry and short stories, particularly his tales of mystery and the macabre. He is wid ...
to pen an essay, in which he concluded that it was impossible for mechanical devices to reason or think. In the 19th century the Japanese craftsman
Hisashige Tanaka was a Japanese rangaku scholar, engineer and inventor during the Bakumatsu and early Meiji period in Japan. In 1875, he founded what became the Toshiba Corporation. He has been called the " Thomas Edison of Japan" or "Karakuri Giemon." Bio ...
, known as "Japan's Edison", created an array of extremely complex mechanical toys, some of which could serve tea, fire arrows drawn from a quiver, or even paint a Japanese ''
kanji are the logographic Chinese characters taken from the Chinese script and used in the writing of Japanese. They were made a major part of the Japanese writing system during the time of Old Japanese and are still used, along with the subsequ ...
'' character. The landmark text '' Karakuri Zui'' (''Illustrated Machinery'') was published in 1796. In 1898
Nikola Tesla Nikola Tesla ( ; ,"Tesla"
''Random House Webster's Unabridged Dictionary''.
; 1856 – 7 January 1943 ...
demonstrated a prototype remote-controlled submarine at
Madison Square Garden Madison Square Garden, colloquially known as The Garden or by its initials MSG, is a multi-purpose indoor arena in New York City. It is located in Midtown Manhattan between Seventh and Eighth avenues from 31st to 33rd Street, above Pennsylv ...
as "an automaton which left to itself, will act as though possessed of reason and without any wilful control from the outside." He defended his invention against critical reporters, arguing that his automata were not "wireless torpedo", but instead, "mechanical men, which will do the laborious work of the human race."


Modern history


1900s

Starting in 1900, L. Frank Baum introduced contemporary technology into
children's books A child ( : children) is a human being between the stages of birth and puberty, or between the developmental period of infancy and puberty. The legal definition of ''child'' generally refers to a minor, otherwise known as a person younge ...
in the Oz series. In ''
The Wonderful Wizard of Oz ''The Wonderful Wizard of Oz'' is a children's novel written by author L. Frank Baum and illustrated by W. W. Denslow. It is the first novel in the Oz series of books. A Kansas farm girl named Dorothy ends up in the magical Land of Oz afte ...
'' (1900) Baum told the story of the
cyborg A cyborg ()—a portmanteau of ''cybernetic'' and ''organism''—is a being with both organic and biomechatronic body parts. The term was coined in 1960 by Manfred Clynes and Nathan S. Kline.
Tin Woodman Nick Chopper, the Tin Woodman, also known as the Tin Man or—mistakenly—the "Tin Woodsman," is a character in the fictional Land of Oz created by American author L. Frank Baum. Baum's Tin Woodman first appeared in his classic 1900 book '' ...
, a human woodcutter who had his limbs, head and body replaced by a tinsmith after his wicked axe had severed them. In ''
Ozma of Oz ''Ozma of Oz: A Record of Her Adventures with Dorothy Gale of Kansas, Billina the Yellow Hen, the Scarecrow, the Tin Woodman, the Cowardly Lion and the Hungry Tiger; Besides Other Good People Too Numerous to Mention Faithfully Recorded Herein'', p ...
'' (1907) Baum describes the copper clockwork man Tik-Tok, who needs to be continuously wound up and runs down at inopportune moments. In 1903, the Spanish engineer Leonardo Torres y Quevedo introduced a radio based control system called the "''Telekino''" at the
Paris Academy of Science The French Academy of Sciences (French: ''Académie des sciences'') is a learned society, founded in 1666 by Louis XIV at the suggestion of Jean-Baptiste Colbert, to encourage and protect the spirit of French scientific research. It was at t ...
. It was intended as a way of testing a dirigible of his own design without risking human lives. To avoid the expense of conceivably crashing his airship prototype he built his demonstration device into a boat. Unlike the system Tesla used, which carried out actions of the 'on/off' type, Torres device was able to memorize the signals received to execute the operations on its own and could carry out to 19 different orders. In 1906, in the presence of an audience which included the King of Spain, Torres demonstrated the invention in the
Port of Bilbao The Port of Bilbao is located on the Bilbao Abra bay, and along the Estuary of Bilbao, in Biscay ( Basque Country). The main facilities are in the Santurtzi and Zierbena municipalities, approximately 15 km (9.3 mi) west of Bilbao. Also ca ...
, guiding a boat from the shore with people on board. Later, he would try to apply the Telekino to projectiles and torpedoes but had to abandon the project for lack of financing.


1910s

In 1912, Leonardo Torres y Quevedo built the first truly autonomous machine capable of playing chess. As opposed to the human-operated The Turk and Ajeeb, ''
El Ajedrecista ''El Ajedrecista'' ( en, The Chess Player) is an automaton built in 1912 by Leonardo Torres y Quevedo in Madrid, one of the first autonomous machines capable of playing chess. As opposed to the human-operated Mechanical Turk, The Turk and Ajeeb, ' ...
'' (The Chessplayer) was an automaton which play chess without human guidance. It only played an endgame with three
chess piece A chess piece, or chessman, is a game piece that is placed on a chessboard to play the game of chess. It can be either white or black, and it can be one of six types: king, queen, rook, bishop, knight, or pawn. Chess sets generally come with ...
s, automatically moving a white
king King is the title given to a male monarch in a variety of contexts. The female equivalent is queen regnant, queen, which title is also given to the queen consort, consort of a king. *In the context of prehistory, antiquity and contempora ...
and a rook to
checkmate Checkmate (often shortened to mate) is any game position in chess and other chess-like games in which a player's king is in check (threatened with ) and there is no possible escape. Checkmating the opponent wins the game. In chess, the king is ...
the black king moved by a human opponent. In his 1913 paper ''Essays on Automatics'', Torres proposed a machine that makes "judgments" using sensors that capture information from the outside, parts that manipulate the outside world like arms, power sources such as batteries and air pressure, and the most important, captured information and past information. It is defined as a part that can control the reaction like a living thing according to external information and adapt to changes in the environment to change its behavior.L. Torres Quevedo. ''Ensayos sobre Automática - Su definicion. Extension teórica de sus aplicaciones,'' Revista de la Academia de Ciencias Exacta, Revista 12, pp.391-418, 1913. L. Torres Quevedo.
Essais sur l'Automatique - Sa définition. Etendue théorique de ses applications
'' Revue Génerale des Sciences Pures et Appliquées, vol.2, pp.601-611, 1915.
B. Randell. ''Essays on Automatics,'' The Origins of Digital Computers, pp.89-107, 1982.


1920s

The term "robot" was first used in a play published by the Czech
Karel Čapek Karel Čapek (; 9 January 1890 – 25 December 1938) was a Czech writer, playwright and critic. He has become best known for his science fiction, including his novel '' War with the Newts'' (1936) and play '' R.U.R.'' (''Rossum's Universal ...
in 1921. ''R.U.R.'' (
Rossum's Universal Robots ''R.U.R.'' is a 1920 science-fiction play by the Czech writer Karel Čapek. "R.U.R." stands for (Rossum's Universal Robots, a phrase that has been used as a subtitle in English versions). The play had its world premiere on 2 January 1921 in ...
) was a satire, robots were manufactured biological beings that performed all unpleasant manual labor. According to Čapek, the word was created by his brother Josef from the Czech word ''robota'' '
corvée Corvée () is a form of unpaid, forced labour, that is intermittent in nature lasting for limited periods of time: typically for only a certain number of days' work each year. Statute labour is a corvée imposed by a state for the purposes of ...
', or in Slovak 'work' or 'labor'. (Karel Čapek was working on his play during his stay in
Trenčianske Teplice Trenčianske Teplice (german: Trentschin-Teplitz; hu, Trencsénteplic) is a health resort and small spa town in western Slovakia, in the valley of the river Teplička, at the foothills of the Strážovské vrchy mountains, a few kilometres away ...
in
Slovakia Slovakia (; sk, Slovensko ), officially the Slovak Republic ( sk, Slovenská republika, links=no ), is a landlocked country in Central Europe. It is bordered by Poland to the north, Ukraine to the east, Hungary to the south, Austria to the ...
where his father worked as a medical doctor.) The play ''R.U.R,'' replaced the popular use of the word "automaton".
Westinghouse Electric Corporation The Westinghouse Electric Corporation was an American manufacturing company founded in 1886 by George Westinghouse. It was originally named "Westinghouse Electric & Manufacturing Company" and was renamed "Westinghouse Electric Corporation" in ...
built Televox in 1926; it was a cardboard cutout connected to various devices which users could turn on and off. In 1927,
Fritz Lang Friedrich Christian Anton Lang (; December 5, 1890 – August 2, 1976), known as Fritz Lang, was an Austrian film director, screenwriter, and producer who worked in Germany and later the United States.Obituary '' Variety'', August 4, 1976, p. ...
's
Metropolis A metropolis () is a large city or conurbation which is a significant economic, political, and cultural center for a country or region, and an important hub for regional or international connections, commerce, and communications. A big c ...
was released; the
Maschinenmensch The ''Maschinenmensch'' (literally 'machine-human' in German) is a fictional robot featured in Thea von Harbou's novel '' Metropolis'' and Fritz Lang's film adaption of the novel. In the movie, she is played by German actress Brigitte Helm bot ...
("machine-human"), a
gynoid A gynoid, or fembot, is a feminine humanoid robot. Gynoids appear widely in science fiction film and art. As more realistic humanoid robot design becomes technologically possible, they are also emerging in real-life robot design. Name A gynoid ...
humanoid robot, also called "Parody", "Futura", "Robotrix", or the "Maria impersonator" (played by German actress Brigitte Helm), was the first robot ever to be depicted on film. The most famous Japanese robotic automaton was presented to the public in 1927. The
Gakutensoku Gakutensoku (學天則, Japanese for "learning from the laws of nature"), the first robot to be built in the East, was created in Osaka in the late 1920s. The robot was designed and manufactured by biologist Makoto Nishimura (1883–1956, fathe ...
was supposed to have a diplomatic role. Actuated by compressed air, it could write fluidly and raise its
eyelids An eyelid is a thin fold of skin that covers and protects an eye. The levator palpebrae superioris muscle retracts the eyelid, exposing the cornea to the outside, giving vision. This can be either voluntarily or involuntarily. The human eye ...
. Many robots were constructed before the dawn of computer-controlled servomechanisms, for the public relations purposes of major firms. These were essentially machines that could perform a few stunts, like the automata of the 18th century. In 1928, one of the first humanoid robots was exhibited at the annual exhibition of the Model Engineers Society in London. Invented by W. H. Richards, the robot - named Eric - consisted of an
aluminium Aluminium (aluminum in American and Canadian English) is a chemical element with the symbol Al and atomic number 13. Aluminium has a density lower than those of other common metals, at approximately one third that of steel. It ha ...
suit of armour Plate armour is a historical type of personal body armour made from bronze, iron, or steel plates, culminating in the iconic suit of armour entirely encasing the wearer. Full plate steel armour developed in Europe during the Late Middle Ages, e ...
with eleven
electromagnet An electromagnet is a type of magnet in which the magnetic field is produced by an electric current. Electromagnets usually consist of wire wound into a coil. A current through the wire creates a magnetic field which is concentrated in ...
s and one motor powered by a 12-volt power source. The robot could move its hands and head and could be controlled by remote control or voice control.


1930s

The earliest designs of
industrial robots An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes. Typical applications of robots include welding, painting, assembly, disassembly, pic ...
were put into production in the United States. These ''manipulators'' had
joints A joint or articulation (or articular surface) is the connection made between bones, ossicles, or other hard structures in the body which link an animal's skeletal system into a functional whole.Saladin, Ken. Anatomy & Physiology. 7th ed. McGraw- ...
modelled on human
shoulder The human shoulder is made up of three bones: the clavicle (collarbone), the scapula (shoulder blade), and the humerus (upper arm bone) as well as associated muscles, ligaments and tendons. The articulations between the bones of the shoulder mak ...
-arm-
wrist In human anatomy, the wrist is variously defined as (1) the carpus or carpal bones, the complex of eight bones forming the proximal skeletal segment of the hand; "The wrist contains eight bones, roughly aligned in two rows, known as the carp ...
kinetics Kinetics ( grc, κίνησις, , kinesis, ''movement'' or ''to move'') may refer to: Science and medicine * Kinetics (physics), the study of motion and its causes ** Rigid body kinetics, the study of the motion of rigid bodies * Chemical kin ...
to replicate human motions like pulling, pushing, pressing and lifting. Motions could be controlled through cam and
switch In electrical engineering, a switch is an electrical component that can disconnect or connect the conducting path in an electrical circuit, interrupting the electric current or diverting it from one conductor to another. The most common type of ...
programming. In 1938 Willard V. Pollard filed the first patent application for such an arm, the "Position Controlling Apparatus" with electronic controllers,
pneumatic cylinder Pneumatic cylinders (sometimes known as air cylinders) are mechanical devices which use the power of compressed gas to produce a force in a reciprocating linear motion. Like hydraulic cylinders, something forces a piston to move in the desir ...
and motors that powered six axes of motion. But the large
drum memory Drum memory was a magnetic data storage device invented by Gustav Tauschek in 1932 in Austria. Drums were widely used in the 1950s and into the 1960s as computer memory. For many early computers, drum memory formed the main working memory of ...
made programming time-consuming and difficult. In 1939, the humanoid robot known as
Elektro Elektro is the nickname of a robot built by the Westinghouse Electric Corporation in its Mansfield, Ohio facility between 1937 and 1938. Seven feet tall (2.1 m), weighing 265 pounds (120.2 kg), humanoid in appearance, he could walk by voice ...
appeared at the
World's Fair A world's fair, also known as a universal exhibition or an expo, is a large international exhibition designed to showcase the achievements of nations. These exhibitions vary in character and are held in different parts of the world at a specif ...
. Seven feet tall (2.1 m) and weighing 265 pounds (120 kg), it could walk by voice command, speak about 700 words (using a 78-rpm
record player A phonograph, in its later forms also called a gramophone (as a trademark since 1887, as a generic name in the UK since 1910) or since the 1940s called a record player, or more recently a turntable, is a device for the mechanical and analogu ...
), smoke cigarettes, blow up balloons, and move its head and arms. The body consisted of a steel gear cam and motor skeleton covered by an aluminium skin. In 1939
Konrad Zuse Konrad Ernst Otto Zuse (; 22 June 1910 – 18 December 1995) was a German civil engineer, pioneering computer scientist, inventor and businessman. His greatest achievement was the world's first programmable computer; the functional program- ...
constructed the first
program Program, programme, programmer, or programming may refer to: Business and management * Program management, the process of managing several related projects * Time management * Program, a part of planning Arts and entertainment Audio * Programm ...
mable electromechanical
computer A computer is a machine that can be programmed to carry out sequences of arithmetic or logical operations ( computation) automatically. Modern digital electronic computers can perform generic sets of operations known as programs. These prog ...
, laying the foundation for the construction of a humanoid machine that is now deemed a robot. The practical application of binary logic to electric switches had been demonstrated by
Claude Shannon Claude Elwood Shannon (April 30, 1916 – February 24, 2001) was an American mathematician, electrical engineer, and cryptographer known as a "father of information theory". As a 21-year-old master's degree student at the Massachusetts I ...
, but his
calculator An electronic calculator is typically a portable electronic device used to perform calculations, ranging from basic arithmetic to complex mathematics. The first solid-state electronic calculator was created in the early 1960s. Pocket-sized ...
was not programmable.


1940s

In 1941 and 1942,
Isaac Asimov yi, יצחק אזימאװ , birth_date = , birth_place = Petrovichi, Russian SFSR , spouse = , relatives = , children = 2 , death_date = , death_place = Manhattan, New York City, U.S. , nationality = Russian (1920–1922)Soviet (192 ...
formulated the
Three Laws of Robotics The Three Laws of Robotics (often shortened to The Three Laws or known as Asimov's Laws) are a set of rules devised by science fiction author Isaac Asimov. The rules were introduced in his 1942 short story " Runaround" (included in the 1950 colle ...
, and in the process coined the word "robotics". In 1945
Vannevar Bush Vannevar Bush ( ; March 11, 1890 – June 28, 1974) was an American engineer, inventor and science administrator, who during World War II headed the U.S. Office of Scientific Research and Development (OSRD), through which almost all warti ...
published
As We May Think "As We May Think" is a 1945 essay by Vannevar Bush which has been described as visionary and influential, anticipating many aspects of information society. It was first published in ''The Atlantic'' in July 1945 and republished in an abridged ...
, an essay that investigated the potential of electronic data processing. He predicted the rise of computers, digital word processors, voice recognition and
machine translation Machine translation, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human translation or interactive translation), is a sub-field of computational linguistics that investigates ...
. He was later credited by
Ted Nelson Theodor Holm Nelson (born June 17, 1937) is an American pioneer of information technology, philosopher, and sociologist. He coined the terms ''hypertext'' and '' hypermedia'' in 1963 and published them in 1965. Nelson coined the terms '' trans ...
, the inventor of
hypertext Hypertext is text displayed on a computer display or other electronic devices with references ( hyperlinks) to other text that the reader can immediately access. Hypertext documents are interconnected by hyperlinks, which are typically ...
. In 1943
Arturo Rosenblueth Arturo Rosenblueth Stearns (October 2, 1900 – September 20, 1970) was a Mexican researcher, physician and physiologist, who is known as one of the pioneers of cybernetics. Biography Rosenblueth was born in 1900 in Ciudad Guerrero, Chihuahua. ...
,
Norbert Wiener Norbert Wiener (November 26, 1894 – March 18, 1964) was an American mathematician and philosopher. He was a professor of mathematics at the Massachusetts Institute of Technology (MIT). A child prodigy, Wiener later became an early researcher ...
and Julian Bigelow adopted the human
central nervous system The central nervous system (CNS) is the part of the nervous system consisting primarily of the brain and spinal cord. The CNS is so named because the brain integrates the received information and coordinates and influences the activity of all p ...
as control paradigm for automatic weapons systems. In doing so they pioneered
cybernetics Cybernetics is a wide-ranging field concerned with circular causality, such as feedback, in regulatory and purposive systems. Cybernetics is named after an example of circular causal feedback, that of steering a ship, where the helmsperson ma ...
(Greek for ''steersman'') and modelled
data processing Data processing is the collection and manipulation of digital data to produce meaningful information. Data processing is a form of '' information processing'', which is the modification (processing) of information in any manner detectable by ...
on the assumption that an animal continually communicates its sensorial experience to its central nervous system as automatic and involuntary feedback, thus being able to regulate processes such as
respiration Respiration may refer to: Biology * Cellular respiration, the process in which nutrients are converted into useful energy in a cell ** Anaerobic respiration, cellular respiration without oxygen ** Maintenance respiration, the amount of cellul ...
, circulation and
digestion Digestion is the breakdown of large insoluble food molecules into small water-soluble food molecules so that they can be absorbed into the watery blood plasma. In certain organisms, these smaller substances are absorbed through the small intest ...
. Following the
Second World War World War II or the Second World War, often abbreviated as WWII or WW2, was a world war that lasted from 1939 to 1945. It involved the vast majority of the world's countries—including all of the great powers—forming two opposi ...
, at a 1946 conference on cybernetics,
Warren McCulloch Warren Sturgis McCulloch (November 16, 1898 – September 24, 1969) was an American neurophysiologist and cybernetician, known for his work on the foundation for certain brain theories and his contribution to the cybernetics movement.Ken Aizawa ( ...
gathered a team of mathematicians, computer engineers, physiologists and
psychologists A psychologist is a professional who practices psychology and studies mental states, perceptual, cognitive, emotional, and social processes and behavior. Their work often involves the experimentation, observation, and interpretation of how indi ...
to work on machine operation using biological systems as starting point. Following the publication of his book in 1948, Wiener's idea that inanimate systems could simulate biological and social systems through the use of sensors led to the adaption of cybernetic theories into industrial machines. But servo controllers proved inadequate in achieving the desired level of automation. The first electronic autonomous robots with complex behavior were created by William Grey Walter of the
Burden Neurological Institute __NOTOC__ Stoke Park Hospital, was a large hospital for the mental handicapped, closed circa 1997, situated on the north-east edge of Bristol, England, just within South Gloucestershire. Most patients were long-term residents, both adults and ...
at Bristol, England in 1948 and 1949. He wanted to prove that rich connections between a small number of
brain cells Brain cells make up the functional tissue of the brain. The rest of the brain tissue is structural or connective called the stroma which includes blood vessels. The two main types of cells in the brain are neurons, also known as nerve cells, an ...
could give rise to very complex
behavior Behavior (American English) or behaviour (British English) is the range of actions and mannerisms made by individuals, organisms, systems or artificial entities in some environment. These systems can include other systems or organisms as we ...
s - essentially that the secret of how the brain worked lay in how it was wired up. His first robots, named
Elmer and Elsie ''Elmer and Elsie'' is a 1934 American comedy film directed by Gilbert Pratt and written by Humphrey Pearson. The film stars George Bancroft, Frances Fuller, Roscoe Karns, George Barbier, Nella Walker and Charles Sellon. The film was releas ...
, were constructed between 1948 and 1949 and were often described as "tortoises" due to their shape and slow rate of movement. The three-wheeled tortoise robots were capable of phototaxis, by which they could find their way to a recharging station when they ran low on battery power. Walter stressed the importance of using purely
analogue electronics Analogue electronics ( en-US, analog electronics) are electronic systems with a continuously variable signal, in contrast to digital electronics where signals usually take only two levels. The term "analogue" describes the proportional relat ...
to simulate brain processes at a time when his contemporaries such as
Alan Turing Alan Mathison Turing (; 23 June 1912 – 7 June 1954) was an English mathematician, computer scientist, logician, cryptanalyst, philosopher, and theoretical biologist. Turing was highly influential in the development of theoretical ...
and
John von Neumann John von Neumann (; hu, Neumann János Lajos, ; December 28, 1903 – February 8, 1957) was a Hungarian-American mathematician, physicist, computer scientist, engineer and polymath. He was regarded as having perhaps the widest c ...
were all turning towards a view of mental processes in terms of
digital Digital usually refers to something using discrete digits, often binary digits. Technology and computing Hardware *Digital electronics, electronic circuits which operate using digital signals ** Digital camera, which captures and stores digital ...
computation Computation is any type of arithmetic or non-arithmetic calculation that follows a well-defined model (e.g., an algorithm). Mechanical or electronic devices (or, historically, people) that perform computations are known as ''computers''. An esp ...
. Walter's work inspired subsequent generations of robotics researchers such as
Rodney Brooks Rodney Allen Brooks (born 30 December 1954) is an Australian roboticist, Fellow of the Australian Academy of Science, author, and robotics entrepreneur, most known for popularizing the actionist approach to robotics. He was a Panasonic Profes ...
,
Hans Moravec Hans Peter Moravec (born November 30, 1948, Kautzen, Austria) is an adjunct faculty member at the Robotics Institute of Carnegie Mellon University in Pittsburgh, USA. He is known for his work on robotics, artificial intelligence, and writings ...
and Mark Tilden. Modern incarnations of Walter's "turtles" may be found in the form of
BEAM robotics BEAM robotics (from biology, electronics, aesthetics and mechanics) is a style of robotics that primarily uses simple analogue circuits, such as comparators, instead of a microprocessor in order to produce an unusually simple design. While not as ...
.


1950s

In 1951 Walter published the paper ''A Machine that learns'', documenting how his more advanced mechanical robots acted as
intelligent agent In artificial intelligence, an intelligent agent (IA) is anything which perceives its environment, takes actions autonomously in order to achieve goals, and may improve its performance with learning or may use knowledge. They may be simple or ...
by demonstrating conditioned reflex learning. Unimate, the first digitally operated and programmable robot, was invented by
George Devol George Charles Devol Jr. (February 20, 1912 – August 11, 2011) was an American inventor, best known for creating Unimate, the first industrial robot. Devol's invention earned him the title "Grandfather of Robotics". The National Inventor ...
in 1954 and "represents the foundation of the modern robotics industry." In Japan, robots became popular comic book characters. Robots became cultural icons and the Japanese government was spurred into funding research into
robotics Robotics is an interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist humans. Robotics integrat ...
. Among the most iconic characters was the
Astro Boy ''Astro Boy'', known in Japan by its original name , is a Japanese manga series written and illustrated by Osamu Tezuka. It was serialized in Kobunsha's ''Shōnen'' from 1952 to 1968. The 112 chapters were collected into 23 '' tankōbon'' ...
, who is taught human feelings such as love, courage and self-doubt. Culturally, robots in Japan became regarded as helpmates to their human counterparts. The introduction of
transistor upright=1.4, gate (G), body (B), source (S) and drain (D) terminals. The gate is separated from the body by an insulating layer (pink). A transistor is a semiconductor device used to Electronic amplifier, amplify or electronic switch, switch ...
s into
computers A computer is a machine that can be programmed to carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform generic sets of operations known as programs. These prog ...
in the mid-1950s reduced their size and increased performance. Therefore, computing and programming could be incorporated into a range of applications, including automation. In 1959 researchers of the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of th ...
(MIT) demonstrated computer-assisted manufacturing.


1960s

Devol sold the first Unimate to
General Motors The General Motors Company (GM) is an American Multinational corporation, multinational Automotive industry, automotive manufacturing company headquartered in Detroit, Michigan, United States. It is the largest automaker in the United States and ...
in 1960, and it was installed in 1961 in a plant in
Ewing Township, New Jersey Ewing Township is a township in Mercer County, in the U.S. state of New Jersey. The township falls within the New York metropolitan area as defined by the U.S. Census Bureau. It borders the Philadelphia metropolitan area and is part of the ...
, to lift hot pieces of metal from a
die casting Die casting is a metal casting process that is characterized by forcing molten metal under high pressure into a mold cavity. The mold cavity is created using two hardened tool steel dies which have been machined into shape and work similarly ...
machine and place them in cooling liquid. "Without any fanfare, the world's first working robot joined the assembly line at the General Motors plant in Ewing Township in the spring of 1961... It was an automated die-casting mold that dropped red-hot door handles and other such car parts into pools of cooling liquid on a line that moved them along to workers for trimming and buffing." Devol's patent for the first digitally operated programmable robotic arm represents the foundation of the modern robotics industry. The Rancho Arm was developed as a robotic arm to help handicapped patients at the
Rancho Los Amigos Hospital Rancho Los Amigos National Rehabilitation Center is a rehabilitation hospital located in Downey, California, United States. Its name in Spanish means 'Friends' Ranch'. History Overview Rancho Los Amigos National Rehabilitation Center, or Ranc ...
in
Downey, California Downey is a city located in Southeast Los Angeles County, California, United States, southeast of downtown Los Angeles. It is considered part of the Gateway Cities. The city is the birthplace of the Apollo space program. It is also the home ...
; this computer-controlled arm was bought by Stanford University in 1963. In 1967 the first
industrial robot An industrial robot is a robot system used for manufacturing. Industrial robots are automated, programmable and capable of movement on three or more axes. Typical applications of robots include welding, painting, assembly, disassembly, pick ...
was put to productive use in Japan. The Versatran robot had been developed by
American Machine and Foundry American Machine and Foundry (known after 1970 as AMF, Inc.) was one of the United States' largest recreational equipment companies, with diversified products as disparate as garden equipment, atomic reactors, and yachts. The company was founde ...
. A year later a hydraulic robot design by
Unimation Unimation was the world's first robotics company. It was founded in 1962 by Joseph F. Engelberger and George Devol and was located in Danbury, Connecticut. Devol had already applied for a patent an industrial robotic arm in 1954; was issued in ...
was put into production by
Kawasaki Heavy Industries (or simply Kawasaki) is a Japanese Public company, public multinational corporation manufacturer of motorcycles, engines, Heavy equipment (construction), heavy equipment, aerospace and Military, defense equipment, rolling stock and ships, headq ...
.
Marvin Minsky Marvin Lee Minsky (August 9, 1927 – January 24, 2016) was an American cognitive and computer scientist concerned largely with research of artificial intelligence (AI), co-founder of the Massachusetts Institute of Technology's AI laboratory ...
created the Tentacle Arm in 1968; the arm was computer-controlled and its 12 joints were powered by hydraulics. In 1969
Mechanical Engineering Mechanical engineering is the study of physical machines that may involve force and movement. It is an engineering branch that combines engineering physics and mathematics principles with materials science, to design, analyze, manufacture, ...
student
Victor Scheinman Victor David Scheinman (December 28, 1942 – September 20, 2016) was an American pioneer in the field of robotics. He was born in Augusta, Georgia, where his father Leonard was stationed with the US Army. At the end of the war the family mov ...
created the Stanford Arm, recognized as the first electronic computer-controlled robotic arm because the Unimate's instructions were stored on a
magnetic drum Drum memory was a magnetic data storage device invented by Gustav Tauschek in 1932 in Austria. Drums were widely used in the 1950s and into the 1960s as computer memory. For many early computers, drum memory formed the main working memory of ...
. In the late-1960s the
Vietnam War The Vietnam War (also known by #Names, other names) was a conflict in Vietnam, Laos, and Cambodia from 1 November 1955 to the fall of Saigon on 30 April 1975. It was the second of the Indochina Wars and was officially fought between North Vie ...
became the testing ground for automated command technology and sensor networks. In 1966 the McNamara Line was proposed with the aim of requiring virtually no ground forces. This sensor network of seismic and acoustic sensors, photoreconnaissance and sensor-triggered
land mines A land mine is an explosive device concealed under or on the ground and designed to destroy or disable enemy targets, ranging from combatants to vehicles and tanks, as they pass over or near it. Such a device is typically detonated automati ...
was only partially implemented due to high cost. The first mobile robot capable of reasoning about its surroundings,
Shakey Shaky or Shakey may refer to: People Shakey * Shakey Graves, stage name of Americana musician Alejandro Rose-Garcia (born 1987) * Shakey Jake (1925-2007), American street musician and storyteller in Ann Arbor, Michigan * Shakey Jake Harris (1921 ...
, was built in 1970 by the Stanford Research Institute (now
SRI International SRI International (SRI) is an American nonprofit scientific research institute and organization headquartered in Menlo Park, California. The trustees of Stanford University established SRI in 1946 as a center of innovation to support economic ...
). Shakey combined multiple sensor inputs, including TV cameras,
laser rangefinder A laser rangefinder, also known as a laser telemeter, is a rangefinder that uses a laser beam to determine the distance to an object. The most common form of laser rangefinder operates on the time of flight principle by sending a laser pulse in ...
s, and "bump sensors" to navigate.


1970s

In the early 1970s precision munitions and smart weapons were developed. Weapons became robotic by implementing
terminal guidance In the field of weaponry, terminal guidance refers to any guidance system that is primarily or solely active during the "terminal phase", just before the weapon impacts its target. The term is generally used in reference to missile guidance system ...
. At the end of the Vietnam War the first laser-guided bombs were deployed, which could find their target by following a laser beam that was pointed at the target. During the 1972 Operation Linebacker laser-guided bombs proved effective, but still depended heavily on human operators.
Fire-and-forget Fire-and-forget is a type of missile guidance which does not require further external intervention after launch such as illumination of the target or wire guidance, and can hit its target without the launcher being in line-of-sight of the targe ...
weapons were also first deployed in the closing Vietnam War, once launched no further attention or action was required from the operator. The development of humanoid robots was advanced considerably by Japanese robotics scientists in the 1970s.
Waseda University , mottoeng = Independence of scholarship , established = 21 October 1882 , type = Private , endowment = , president = Aiji Tanaka , city = Shinjuku , state = Tokyo , country = Japan , students = 47,959 , undergrad = 39,382 , postgrad ...
initiated the WABOT project in 1967, and in 1972 completed the WABOT-1, the world's first full-scale humanoid intelligent robot. Its limb control system allowed it to walk with the lower limbs, and to grip and transport objects with hands, using tactile sensors. Its vision system allowed it to measure distances and directions to objects using external receptors, artificial eyes and ears. And its conversation system allowed it to communicate with a person in Japanese, with an artificial mouth. This made it the first android. Freddy and
Freddy II Freddy (1969–1971) and Freddy II (1973–1976) were experimental robots built in the Department of Machine Intelligence and Perception (later Department of Artificial Intelligence, now part of the School of Informatics at the University of Ed ...
were robots built at the
University of Edinburgh School of Informatics The School of Informatics is an academic unit of the University of Edinburgh, in Scotland, responsible for research, teaching, outreach and commercialisation in informatics. It was created in 1998 from the former Department of Artificial Inte ...
by Pat Ambler,
Robin Popplestone Robin John Popplestone (9 December 1938 in Bristol – 14 April 2004 in Glasgow) was a pioneer in the fields of machine intelligence and robotics. He is known for developing the COWSEL and POP programming languages, and for his work on Fredd ...
, Austin Tate, and Donald Mitchie, and were capable of assembling wooden blocks in a period of several hours. German based company
KUKA KUKA is a German manufacturer of industrial robots and systems for factory automation. It has been predominantly owned by the Chinese company Midea Group since 2016. The KUKA Robotics Corporation has 25 subsidiaries, mostly sales and servi ...
built the world's first industrial robot with six electromechanically driven axes, known as FAMULUS. In 1974, Michael J. Freeman created Leachim, a robot teacher who was programmed with the class curricular, as well as certain biographical information on the 40 students whom Leachim was programmed to teach. Leachim had the ability to synthesize human speech. Leachim was tested in a fourth grade classroom in the
Bronx The Bronx () is a borough of New York City, coextensive with Bronx County, in the state of New York. It is south of Westchester County; north and east of the New York City borough of Manhattan, across the Harlem River; and north of the New Y ...
borough of
New York City New York, often called New York City or NYC, is the List of United States cities by population, most populous city in the United States. With a 2020 population of 8,804,190 distributed over , New York City is also the L ...
. In 1974, David Silver designed The Silver Arm, which was capable of fine movements replicating human hands. Feedback was provided by
touch In physiology, the somatosensory system is the network of neural structures in the brain and body that produce the perception of touch ( haptic perception), as well as temperature ( thermoception), body position (proprioception), and pain. It ...
and
pressure Pressure (symbol: ''p'' or ''P'') is the force applied perpendicular to the surface of an object per unit area over which that force is distributed. Gauge pressure (also spelled ''gage'' pressure)The preferred spelling varies by country a ...
sensors A sensor is a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...
and analyzed by a computer. The SCARA, Selective Compliance Assembly Robot Arm, was created in 1978 as an efficient, 4-axis robotic arm. Best used for picking up parts and placing them in another location, the SCARA was introduced to assembly lines in 1981. The Stanford Cart successfully crossed a room full of chairs in 1979. It relied primarily on stereo vision to navigate and determine distances. The Robotics Institute at
Carnegie Mellon University Carnegie Mellon University (CMU) is a private research university in Pittsburgh, Pennsylvania. One of its predecessors was established in 1900 by Andrew Carnegie as the Carnegie Technical Schools; it became the Carnegie Institute of Technology ...
was founded in 1979 by
Raj Reddy Dabbala Rajagopal "Raj" Reddy (born 13 June 1937) is an Indian-American computer scientist and a winner of the Turing Award. He is one of the early pioneers of artificial intelligence and has served on the faculty of Stanford and Carnegie Mello ...
.


1980s

Takeo Kanade is a Japanese computer scientist and one of the world's foremost researchers in computer vision. He is U.A. and Helen Whitaker Professor at Carnegie Mellon University. He has approximately 300 peer-reviewed academic publications and holds aroun ...
created the first "direct-drive arm" in 1981. The first of its kind, the arm's motors were contained within the robot itself, eliminating long transmissions. In 1984 Wabot-2 was revealed; capable of playing the organ, Wabot-2 had 10 fingers and two feet. Wabot-2 was able to read a score of music and accompany a person. In 1986,
Honda is a Japanese public multinational conglomerate manufacturer of automobiles, motorcycles, and power equipment, headquartered in Minato, Tokyo, Japan. Honda has been the world's largest motorcycle manufacturer since 1959, reaching a producti ...
began its humanoid research and development program to create robots capable of interacting successfully with humans. A hexapodal robot named Genghis was revealed by MIT in 1989. Genghis was famous for being made quickly and cheaply due to construction methods; Genghis used 4 microprocessors, 22 sensors, and 12
servo motors A servomotor (or servo motor) is a rotary actuator or linear actuator that allows for precise control of angular or linear position, velocity and acceleration. It consists of a suitable motor coupled to a sensor for position feedback. It also ...
. Rodney Brooks and Anita M. Flynn published "Fast, Cheap, and Out of Control: A Robot Invasion of The Solar System". The paper advocated creating smaller cheaper robots in greater numbers to increase production time and decrease the difficulty of launching robots into space.


1990s

In 1994 one of the most successful
robot-assisted surgery Robotic surgery are types of surgical procedures that are done using robotic systems. Robotically assisted surgery was developed to try to overcome the limitations of pre-existing minimally-invasive surgical procedures and to enhance the capabi ...
appliances was cleared by the FDA. The Cyberknife had been invented by
John R. Adler John R. Adler (born 1954) is an American neurosurgeon. He was born in Yonkers, New York, in 1954. He graduated at Harvard College in 1976 and at Harvard Medical School in 1980. From 1980 to 1987 he did a neurosurgical residency at Massachusetts ...
and the first system was installed at Stanford University in 1991. This
radiosurgery Radiosurgery is surgery using radiation, that is, the destruction of precisely selected areas of tissue using ionizing radiation rather than excision with a blade. Like other forms of radiation therapy (also called radiotherapy), it is usually u ...
system integrated
image-guided surgery Image-guided surgery (IGS) is any surgical procedure where the surgeon uses tracked surgical instruments in conjunction with preoperative or intraoperative images in order to directly or indirectly guide the procedure. Image guided surgery systems u ...
with robotic positioning. The Cyberknife is now deployed to treat patients with brain or spine tumors. An
x-ray An X-ray, or, much less commonly, X-radiation, is a penetrating form of high-energy electromagnetic radiation. Most X-rays have a wavelength ranging from 10 picometers to 10  nanometers, corresponding to frequencies in the range 30&nb ...
camera tracks displacement and compensates for motion caused by breathing. The
biomimetic Biomimetics or biomimicry is the emulation of the models, systems, and elements of nature for the purpose of solving complex human problems. The terms "biomimetics" and "biomimicry" are derived from grc, βίος (''bios''), life, and μίμησ ...
robot RoboTuna was built by doctoral student David Barrett at the Massachusetts Institute of Technology in 1996 to study how fish swim in water. RoboTuna is designed to swim and to resemble a
bluefin tuna Bluefin tuna is a common name used to refer to several species of tuna A tuna is a saltwater fish that belongs to the tribe Thunnini, a subgrouping of the Scombridae (mackerel) family. The Thunnini comprise 15 species across five genera, th ...
. Honda's P2 humanoid robot was first shown in 1996. Standing for "Prototype Model 2", P2 was an integral part of Honda's humanoid development project; over tall, P2 was smaller than its predecessors and appeared to be more human-like in its motions. Expected to operate for only seven days, the
Sojourner A sojourner is a person who resides temporarily in a place. Sojourner may also refer to: *Sojourner Truth (1797–1883), abolitionist and women's rights activist *Albert Sojourner (1872–1951), member of the Mississippi House of Representatives ...
rover finally shuts down after 83 days of operation in 1997. This small robot (only 23 lbs or 10.5 kg) performed semi-autonomous operations on the surface of
Mars Mars is the fourth planet from the Sun and the second-smallest planet in the Solar System, only being larger than Mercury. In the English language, Mars is named for the Roman god of war. Mars is a terrestrial planet with a thin at ...
as part of the
Mars Pathfinder ''Mars Pathfinder'' (''MESUR Pathfinder'') is an American robotic spacecraft that landed a base station with a roving probe on Mars in 1997. It consisted of a lander, renamed the Carl Sagan Memorial Station, and a lightweight, wheeled robot ...
mission; equipped with an obstacle avoidance program, Sojourner was capable of planning and navigating routes to study the surface of the planet. Sojourner's ability to navigate with little data about its environment and nearby surroundings allowed it to react to unplanned events and objects. The P3 humanoid robot was revealed by Honda in 1998 as a part of the company's continuing humanoid project. In 1999, Sony introduced the
AIBO AIBO (''stylized aibo, Artificial Intelligence Robot'', homonymous with , "pal" or "partner" in Japanese) is a series of robotic dogs designed and manufactured by Sony. Sony announced a prototype Aibo in mid-1998, and the first consumer model wa ...
, a robotic dog capable of interacting with humans; the first models released in Japan sold out in 20 minutes. Honda revealed the most advanced result of their humanoid project in 2000, named ASIMO. ASIMO can run, walk, communicate with humans, recognise faces, environment, voices and posture, and interact with its environment. Sony also revealed its Sony Dream Robots, small humanoid robots in development for entertainment. In October 2000, the United Nations estimated that there were 742,500 industrial robots in the world, with more than half of them being used in Japan.


2000s

In April 2001, the
Canadarm2 The Mobile Servicing System (MSS), is a robotic system on board the International Space Station (ISS). Launched to the ISS in 2001, it plays a key role in station assembly and maintenance; it moves equipment and supplies around the station, su ...
was launched into orbit and attached to the
International Space Station The International Space Station (ISS) is the largest Modular design, modular space station currently in low Earth orbit. It is a multinational collaborative project involving five participating space agencies: NASA (United States), Roscosmos ( ...
. The Canadarm2 is a larger, more capable version of the arm used by the
Space Shuttle The Space Shuttle is a retired, partially reusable low Earth orbital spacecraft system operated from 1981 to 2011 by the U.S. National Aeronautics and Space Administration (NASA) as part of the Space Shuttle program. Its official program n ...
, and is hailed as "smarter". Also in April, the
Unmanned Aerial Vehicle An unmanned aerial vehicle (UAV), commonly known as a drone, is an aircraft without any human pilot, crew, or passengers on board. UAVs are a component of an unmanned aircraft system (UAS), which includes adding a ground-based controll ...
Global Hawk made the first autonomous non-stop flight over the Pacific Ocean from
Edwards Air Force Base Edwards Air Force Base (AFB) is a United States Air Force installation in California. Most of the base sits in Kern County, but its eastern end is in San Bernardino County and a southern arm is in Los Angeles County. The hub of the base is ...
in California to
RAAF Base Edinburgh RAAF Base Edinburgh is a Royal Australian Air Force (RAAF) military airbase located in Edinburgh approximately north of Adelaide, South Australia, Australia and forms part of the Edinburgh Defence Precinct. The base is primarily home to No 9 ...
in Southern Australia. The flight was made in 22 hours. The popular
Roomba Roomba is a series of autonomous robotic vacuum cleaners made by the company iRobot. Introduced in September 2002, they have a set of sensors that enable them to navigate the floor area of a home. These sensors can detect the presence of ob ...
, a robotic vacuum cleaner, was first released in 2002 by the company
iRobot iRobot Corporation is an American technology company that designs and builds consumer robots. It was founded in 1990 by three members of MIT's Artificial Intelligence Lab, who designed robots for space exploration and military defense. The com ...
. In 2005,
Cornell University Cornell University is a private statutory land-grant research university based in Ithaca, New York. It is a member of the Ivy League. Founded in 1865 by Ezra Cornell and Andrew Dickson White, Cornell was founded with the intention to tea ...
revealed a robotic system of block-modules capable of attaching and detaching, described as the first robot capable of self-replication, because it was capable of assembling copies of itself if it was placed near more of the blocks which composed it. Launched in 2003, on 3 and 24 January, the Mars rovers Spirit and
Opportunity Opportunity may refer to: Places * Opportunity, Montana, an unincorporated community, United States * Opportunity, Nebraska, an unincorporated community, United States * Opportunity, Washington, a former census-designated place, United States * ...
landed on the surface of Mars. Both robots drove many times the distance originally expected, and Opportunity was still operating as late as mid-2018, before communications were lost due to a major dust storm. Self-driving cars had made their appearance by around 2005, but there was room for improvement. None of the 15 devices competing in the
DARPA Grand Challenge The DARPA Grand Challenge is a prize competition for American autonomous vehicles, funded by the Defense Advanced Research Projects Agency, the most prominent research organization of the United States Department of Defense. Congress has authoriz ...
(2004) successfully completed the course; in fact no robot successfully navigated more than 5% of the off-road course, leaving the $1 million prize unclaimed. In 2005, Honda revealed a new version of its ASIMO robot, updated with new behaviors and capabilities. In 2006, Cornell University revealed its "Starfish" robot, a four-legged robot capable of self modeling and learning to walk after having been damaged. In 2007,
TOMY is a Japanese entertainment company that makes children's toys and merchandise. It was created from a merger on March 1st 2006 of two companies: Tomy (founded in 1924 as Tomiyama, changing the name to Tomy in 1963) and long-time rival Ta ...
launched the entertainment robot, i-sobot, a humanoid bipedal robot that can walk like a human and performs kicks and punches and also some entertaining tricks and special actions under "Special Action Mode".


2010s

The 2010s were defined by large-scale improvements in the availability, power and versatility of commonly available robotic components, as well as the mass proliferation of robots into everyday life, which caused both optimistic speculation and new societal concerns. Development of humanoid robots continued to advance; Robonaut 2 was launched to the International Space Station aboard
Space Shuttle Discovery Space Shuttle ''Discovery'' ( Orbiter Vehicle Designation: OV-103) is one of the orbiters from NASA's Space Shuttle program and the third of five fully operational orbiters to be built. Its first mission, STS-41-D, flew from August 30 to ...
on the
STS-133 STS-133 ( ISS assembly flight ULF5) was the 133rd mission in NASA's Space Shuttle program; during the mission, Space Shuttle ''Discovery'' docked with the International Space Station. It was ''Discoverys 39th and final mission. The mission l ...
mission in 2011 as the first
humanoid robot A humanoid robot is a robot resembling the human body in shape. The design may be for functional purposes, such as interacting with human tools and environments, for experimental purposes, such as the study of bipedal locomotion, or for other pu ...
in space. While its initial purpose was to teach engineers how dextrous robots behave in space, the hope is that through upgrades and advancements, it could one day venture outside the station to help spacewalkers make repairs or additions to the station or perform scientific work. By the end of the decade, humanoid and animal-like robots were capable of clearing difficult obstacle courses, maintaining balance, and even performing
gymnastic Gymnastics is a type of sport that includes physical exercises requiring balance, strength, flexibility, agility, coordination, dedication and endurance. The movements involved in gymnastics contribute to the development of the arms, legs, sh ...
feats. However, the vast majority of robotic developments in the 2010s instead saw smaller, more specialized non-humanoid robots become cheaper, more capable, and more ubiquitous.
Moore's Law Moore's law is the observation that the number of transistors in a dense integrated circuit (IC) doubles about every two years. Moore's law is an observation and projection of a historical trend. Rather than a law of physics, it is an empi ...
and the increasing integration of digital electronic components into lightweight and powerful systems on a chip allowed for the heavy computation necessary for the operation of a robotic system to be performed by smaller and smaller devices. Many of these advances in chip and sensor technology were driven by the growth and spread of
smartphones A smartphone is a portable computer device that combines mobile telephone and computing functions into one unit. They are distinguished from feature phones by their stronger hardware capabilities and extensive mobile operating systems, whic ...
, which demanded these new components to meet the increasing demands of everyday use. The cost and weight reductions of these components have resulted in a proliferation of new kinds of special-purpose robots.
Quadcopter A quadcopter or quadrotor is a type of helicopter with four rotors. Although quadrotor helicopters and convertiplanes have long been flown experimentally, the configuration remained a curiosity until the arrival of the modern UAV or drone. T ...
s, a novelty at the beginning of the decade, became a ubiquitous platform for robotic systems, featuring autonomous navigation and stabilization and carrying increasingly powerful sensors, including stabilized high definition cameras, radar, and surveying equipment. By the end of the decade, the cost of a robotic quadcopter with 4K cameras and autonomous navigation had dropped to within range of hobbyist budgets, and companies like
Amazon Amazon most often refers to: * Amazons, a tribe of female warriors in Greek mythology * Amazon rainforest, a rainforest covering most of the Amazon basin * Amazon River, in South America * Amazon (company), an American multinational technolog ...
were exploring the use of quadcopters to autonomously deliver freight, though deployment of this systems did not happen on a large scale in the decade. The decade also saw a boom in the capabilities of
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech ...
. Over the course of the 2010s, the capacity of onboard computers used within robots increased to the point that robots could perform increasingly complex actions without human guidance, as well as independently process data in more complex ways. The growth of
mobile data Mobile broadband is the marketing term for wireless Internet access via mobile networks. Access to the network can be made through a portable modem, wireless modem, or a tablet/ smartphone (possibly tethered) or other mobile device. The fi ...
networks and increasing power of graphics cards for artificial intelligence applications also allowed robots to communicate with distant clusters in real time, effectively boosting the capability of even very simple robots to include cutting-edge artificial intelligence techniques. The 2010s also saw the growth of new software paradigms, which allowed robots and their AI systems to take advantage of this increased computing power.
Neural networks A neural network is a network or circuit of biological neurons, or, in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus, a neural network is either a biological neural network, made up of biological ...
became increasingly well developed in the 2010s, with companies like Google offering free and open access to products like
TensorFlow TensorFlow is a free and open-source software library for machine learning and artificial intelligence. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. "It is machine learnin ...
, which allowed robot manufacturers to quickly integrate neural nets that allowed for abilities like facial recognition and object identification in even the smallest, cheapest robots. The growth of robots in the 2010s also coincided with the increasing power of the
open source software Open-source software (OSS) is computer software that is released under a license in which the copyright holder grants users the rights to use, study, change, and distribute the software and its source code to anyone and for any purpose. Open ...
movement, with many companies offering free access to their artificial intelligence software. Open source hardware, such as the
Raspberry Pi Raspberry Pi () is a series of small single-board computers (SBCs) developed in the United Kingdom by the Raspberry Pi Foundation in association with Broadcom. The Raspberry Pi project originally leaned towards the promotion of teaching basic ...
line of compact single board computers and the
Arduino Arduino () is an open-source hardware and software company, project, and user community that designs and manufactures single-board microcontrollers and microcontroller kits for building digital devices. Its hardware products are licensed under ...
line of
microcontroller A microcontroller (MCU for ''microcontroller unit'', often also MC, UC, or μC) is a small computer on a single VLSI integrated circuit (IC) chip. A microcontroller contains one or more CPUs ( processor cores) along with memory and programmabl ...
s, as well as a growing array of electronic components like
sensors A sensor is a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...
and
motors An engine or motor is a machine designed to convert one or more forms of energy into mechanical energy. Available energy sources include potential energy (e.g. energy of the Earth's gravitational field as exploited in hydroelectric power g ...
dramatically increased in power and decreased in price over the 2010s. Combined with the drop in cost of manufacturing techniques like
3D printing 3D printing or additive manufacturing is the construction of a three-dimensional object from a CAD model or a digital 3D model. It can be done in a variety of processes in which material is deposited, joined or solidified under computer co ...
, these components allowed hobbyists, researchers and manufacturers alike to quickly and cheaply build special-purpose robots that exhibited high degrees of artificial intelligence, as well as to share their designs with others around the world. Self-driving cars transitioned from speculative to emergent during the decade. By the end of the decade, most new cars were manufactured with robotic subsystems capable of warning the car's human driver about dangers such as nearby vehicles or potential lane departures. In 2014, new Tesla vehicles were fitted with the computer hardware necessary to eventually support a full autopilot software system, with increasingly autonomous software systems arriving as updates over later years. By the end of the decade, autonomous driving was possible on large highways, but still required human supervision. The growth of robotic capabilities during the decade happened in tandem with the centralization of economic power into the hands of large multinational tech companies, which has prompted concerns that the capabilities of these robots could be abused by the companies that make them available to consumers. The acquisition of
Roomba Roomba is a series of autonomous robotic vacuum cleaners made by the company iRobot. Introduced in September 2002, they have a set of sensors that enable them to navigate the floor area of a home. These sensors can detect the presence of ob ...
by
Amazon Amazon most often refers to: * Amazons, a tribe of female warriors in Greek mythology * Amazon rainforest, a rainforest covering most of the Amazon basin * Amazon River, in South America * Amazon (company), an American multinational technolog ...
led to concerns from data privacy advocates that data about the interiors of users' homes collected by the robots' sensors and cameras could be stored, shared and analyzed without those users' informed consent. Likewise, the ubiquity of small flying quadcopters,
home automation Home automation or domotics is building automation for a home, called a smart home or smart house. A home automation system will monitor and/or control home attributes such as lighting, climate, entertainment systems, and appliances. It m ...
, and facial recognition capabilities by robots has caused serious concerns regarding
human rights Human rights are moral principles or normsJames Nickel, with assistance from Thomas Pogge, M.B.E. Smith, and Leif Wenar, 13 December 2013, Stanford Encyclopedia of PhilosophyHuman Rights Retrieved 14 August 2014 for certain standards of hu ...
abuses, including allegations of repression of ethnic minorities in
China China, officially the People's Republic of China (PRC), is a country in East Asia. It is the world's List of countries and dependencies by population, most populous country, with a Population of China, population exceeding 1.4 billion, slig ...
and concerns about violations of privacy rights by law enforcement in the
United States The United States of America (U.S.A. or USA), commonly known as the United States (U.S. or US) or America, is a country Continental United States, primarily located in North America. It consists of 50 U.S. state, states, a Washington, D.C., ...
. As robotic systems showed the ability to perform more and more tasks once limited to human operators, many ethicists raised concerns that robots operating complex systems may not have the moral or ethical safeguards necessary to ensure public safety. Throughout the 2010s, humans continued to examine the nature of their relationships with robots, with trends indicating a general belief that robots were or would become conscious beings deserving of rights, and potential allies or rivals to humans. On 25 October 2017 at the Future Investment Summit in
Riyadh Riyadh (, ar, الرياض, 'ar-Riyāḍ, lit.: 'The Gardens' Najdi pronunciation: ), formerly known as Hajr al-Yamamah, is the capital and largest city of Saudi Arabia. It is also the capital of the Riyadh Province and the centre of the ...
, a robot called Sophia and referred to with female pronouns was granted
Saudi Arabia Saudi Arabia, officially the Kingdom of Saudi Arabia (KSA), is a country in Western Asia. It covers the bulk of the Arabian Peninsula, and has a land area of about , making it the fifth-largest country in Asia, the second-largest in the Ara ...
n citizenship, becoming the first robot ever to have a nationality. This has attracted controversy, as it is not obvious whether this implies that Sophia can vote or marry, or whether a deliberate system shutdown can be considered murder; as well, it is controversial considering how few rights are given to Saudi human women. Popular works of art in the 2010s, such as HBO's revival of ''
Westworld ''Westworld'' is an American science fiction-thriller media franchise that began with the 1973 film ''Westworld'', written and directed by Michael Crichton. The film depicts a technologically advanced Wild-West-themed amusement park populate ...
'', encouraged empathy for robots, and explored questions of humanity and consciousness. By the end of the decade, commercial and industrial robots were in widespread use, performing jobs more cheaply or with greater accuracy and reliability than humans, and were widely used in manufacturing, assembly and packing, transport, Earth and space exploration, surgery, weaponry, laboratory research, and mass production of consumer and industrial goods. The growth of the use robots across industry, as well as in the
service sector The tertiary sector of the economy, generally known as the service sector, is the third of the three economic sectors in the three-sector model (also known as the economic cycle). The others are the primary sector (raw materials) and the second ...
and in creative or highly skilled jobs formerly limited to humans, led to fears in the latter part of the decade of mass
technological unemployment Technological unemployment is the loss of jobs caused by technological change. It is a key type of structural unemployment. Technological change typically includes the introduction of labour-saving "mechanical-muscle" machines or more efficie ...
. By the very end of the decade, robotics had started to make advancements on the nanotechnology scale. In 2019, engineers at the University of Pennsylvania created millions of nanobots in just a few weeks using technology borrowed from the mature semiconductor industry. These microscopic robots, small enough to be injected into the human body and controlled wirelessly, could one day deliver medications and perform surgeries, revolutionizing medicine and health.


See also

*
History of artificial intelligence The history of artificial intelligence (AI) began in ancient history, antiquity, with myths, stories and rumors of artificial beings endowed with intelligence or consciousness by master craftsmen. The seeds of modern AI were planted by philoso ...
*
History of computing hardware The history of computing hardware covers the developments from early simple devices to aid calculation to modern day computers. Before the 20th century, most calculations were done by humans. The first aids to computation were purely mechan ...
* History of mass production *
Numerical control Numerical control (also computer numerical control, and commonly called CNC) is the automated control of machining tools (such as drills, lathes, mills, grinders, routers and 3D printers) by means of a computer. A CNC machine processes ...


Notes


More about humanoid robot


References

* Haug, Walter. "The ''Roman van Walewein'' as a postclassical literary experiment." In ''Originality and Tradition in the Middle Dutch Roman van Walewein'', ed. B. Besamusca and E. Kooper. Cambridge, 1999. 17–28.


Further reading

* Baumgartner, Emmanuèlle. "Le temps des automates." In ''Le Nombre du temps, en hommage à
Paul Zumthor Paul Zumthor, (5 August 1915 – 11 January 1995) was a medievalist, literary historian, and linguist. He was a Swiss from Geneva. Biography He studied in Paris with Gustave Cohen and worked on French etymology with Walther von Wartburg. In s ...
''. Paris: Champion, 1988. pp. 15–21. * Brett, G. "The Automata in the Byzantine 'Throne of Solomon'." ''Speculum'' 29 (1954): 477–87. * Glaser, Horst Albert and Rossbach, Sabine: The Artificial Human, Frankfurt/M., Bern, New York 2011 "The Artificial Human. A Tragical History", ebook "The Artificial Humans. A Real History of Robots, Androids, Replicants, Cyborgs, Clones and all the rest" * Sullivan, P. "Medieval Automata: The 'Chambre de beautés' in
Benoît Benoît () is a French male given name. It is less frequently spelled Benoist. The name comes from the Latin word , which means "the one who says the good", equivalent in meaning to Bénédicte or the English name Benedict. A female derivative ...
's ''Roman de Troie''." ''Romance Studies'' 6 (1985). pp. 1–20.
History of Robots in 10 Minutes.
{{DEFAULTSORT:Robots, History of History of robotics