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A humanoid robot is a
robot A robot is a machine—especially one Computer program, programmable by a computer—capable of carrying out a complex series of actions Automation, automatically. A robot can be guided by an external control device, or the robot control, co ...
resembling the
human body The human body is the entire structure of a Human, human being. It is composed of many different types of Cell (biology), cells that together create Tissue (biology), tissues and subsequently Organ (biology), organs and then Organ system, org ...
in shape. The design may be for functional purposes, such as interacting with human tools and environments and working alongside humans, for experimental purposes, such as the study of bipedal locomotion, or for other purposes. In general, humanoid robots have a torso, a head, two arms, and two legs, though some humanoid robots may replicate only part of the body. Androids are humanoid robots built to aesthetically resemble humans.


History

The concept of a humanoid robot originated in many different cultures around the world. Some of the earliest accounts of the idea of humanoid
automata An automaton (; : 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. Some automata, such as bellstrikers i ...
date to the 4th century BCE in
Greek Greek may refer to: Anything of, from, or related to Greece, a country in Southern Europe: *Greeks, an ethnic group *Greek language, a branch of the Indo-European language family **Proto-Greek language, the assumed last common ancestor of all kno ...
mythologies and various religious and philosophical texts from China. Physical prototypes of humanoid automata were later created in the
Middle East The Middle East (term originally coined in English language) is a geopolitical region encompassing the Arabian Peninsula, the Levant, Turkey, Egypt, Iran, and Iraq. The term came into widespread usage by the United Kingdom and western Eur ...
,
Italy Italy, officially the Italian Republic, is a country in Southern Europe, Southern and Western Europe, Western Europe. It consists of Italian Peninsula, a peninsula that extends into the Mediterranean Sea, with the Alps on its northern land b ...
,
Japan Japan is an island country in East Asia. Located in the Pacific Ocean off the northeast coast of the Asia, Asian mainland, it is bordered on the west by the Sea of Japan and extends from the Sea of Okhotsk in the north to the East China Sea ...
,
France France, officially the French Republic, is a country located primarily in Western Europe. Overseas France, Its overseas regions and territories include French Guiana in South America, Saint Pierre and Miquelon in the Atlantic Ocean#North Atlan ...
and
South Korea South Korea, officially the Republic of Korea (ROK), is a country in East Asia. It constitutes the southern half of the Korea, Korean Peninsula and borders North Korea along the Korean Demilitarized Zone, with the Yellow Sea to the west and t ...
.


Greece

The Greek god of blacksmiths,
Hephaestus Hephaestus ( , ; wikt:Hephaestus#Alternative forms, eight spellings; ) is the Greek god of artisans, blacksmiths, carpenters, craftsmen, fire, metallurgy, metalworking, sculpture and volcanoes.Walter Burkert, ''Greek Religion'' 1985: III.2. ...
, created several different humanoid automata in various myths. In Homer's ''Iliad,'' Hephaestus created golden handmaidens and imbued them with human-like voices to serve as speaking tools or instruments. Another Greek myth details how Hephaestus crafted a giant bronze
automaton An automaton (; : 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. Some automata, such as bellstrikers i ...
named Talos to protect the island of Crete from invaders.


China

In the 3rd century BCE, a
Taoist Taoism or Daoism (, ) is a diverse philosophical and religious tradition indigenous to China, emphasizing harmony with the Tao ( zh, p=dào, w=tao4). With a range of meaning in Chinese philosophy, translations of Tao include 'way', 'road', ...
philosophical text called the ''
Liezi The ''Liezi'' () is a Taoist text attributed to Lie Yukou, a c. 5th century BC Hundred Schools of Thought philosopher. Although there were references to Lie's ''Liezi'' from the 3rd and 2nd centuries BC, a number of Chinese and Western scholar ...
'', written by Chinese philosopher Lie Yukou, detailed the idea of a humanoid automaton. The text includes mention of an engineer named Yan Shi who created a life-size, human-like robot for the fifth king of the Chinese Zhou Dynasty, King Mu. The robot was primarily constructed of leather and wood. It was capable of walking, singing, and moving all parts of its body.


Middle East

In the 13th century, a Muslim engineer named Ismail al-Jazari designed various humanoid automata. He created a waitress robot that would dispense drinks from a liquid reservoir and appear out of an automatic door to serve them. Another automaton he created was used for hand washing to refill a basin with water after being drained.


Italy

In the 1400s,
Leonardo da Vinci Leonardo di ser Piero da Vinci (15 April 1452 - 2 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 o ...
conceptualized a complex mechanical robot clad in a suit of armor, capable of sitting, standing, and independently moving its arms. The entire robot was operated by a system of pulleys and cables.


Japan

From the 17th to 19th centuries, the Japanese built humanoid automata called ''karakuri'' puppets. These puppets resembled dolls and were used for entertainment in theatre, homes, and religious festivals. ''Karakuri'' puppets that were used for theater plays were called ''butai karakuri''. Small ''karakuri puppets'' found in homes, called ''zashiki kurakuri'', were placed on tables to dance, beat drums, or serve drinks. The puppets used in religious festivals were known as ''Dashi karakuri'', and they served to reenact myths and legends.


France

In the 18th century, French inventor
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. This invention was crucial for the Industrial Revolution. The lathe is known as the mother of machine tools, a ...
created a significant humanoid automaton called '' The Flute Player''. This wooden, human-sized robot was capable of playing various melodies with the flute. It consisted of a system of bellows, pipes, weights, and other mechanical components to simulate to the muscles necessary to play the flute.


South Korea

KAIST's research team developed Hubo, South Korea's first humanoid robot, and Professor Oh Jun-ho, who led the team, founded Rainbow Robotics in 2011. In 2025, South Korean government formed the K-Humanoid Alliance, an alliance of the companies, researchers, and talents.


Applications

Humanoid robots are now used as research tools in several scientific areas. Researchers study the human body structure and behavior (biomechanics) to build humanoid robots. On the other side, the attempt to simulate the human body leads to a better understanding of it. Human cognition is a field of study which is focused on how humans learn from sensory information in order to acquire perceptual and motor skills. This knowledge is used to develop computational models of human behavior, and it has been improving over time. It has been suggested that very advanced robotics will facilitate the enhancement of ordinary humans. See
transhumanism Transhumanism is a philosophical and intellectual movement that advocates the human enhancement, enhancement of the human condition by developing and making widely available new and future technologies that can greatly enhance longevity, cogni ...
.


Medical and research

Humanoid robots are a valuable resource in the world of medicine and biotechnology, as well as other fields of research such as biomechanics and cognitive science. Humanoid robots are being used to develop complex prosthetics for individuals with physical disabilities such as missing limbs. The WABIAN-2 is a new medical humanoid robot created to help patients in the rehabilitation of their lower limbs. Although the initial aim of humanoid research was to build better orthosis and
prosthesis In medicine, a prosthesis (: prostheses; from ), or a prosthetic implant, is an artificial device that replaces a missing body part, which may be lost through physical trauma, disease, or a condition present at birth (Congenital, congenital disord ...
for human beings, knowledge has been transferred between both disciplines. A few examples are powered leg prosthesis for the neuromuscularly impaired, ankle-foot orthosis, biological realistic leg prosthesis, and forearm prosthesis. Humanoid robots can be used as test subjects for the practice and development of personalized healthcare aids, essentially performing as robotic nurses for demographics such as the elderly. Humanoids are also suitable for some procedurally-based vocations, such as reception-desk administrators and automotive manufacturing line workers. In essence, since they can use tools and operate equipment and vehicles designed for the human form, humanoids could theoretically perform any task a human being can, so long as they have the proper
software Software consists of computer programs that instruct the Execution (computing), execution of a computer. Software also includes design documents and specifications. The history of software is closely tied to the development of digital comput ...
. However, the complexity of doing so is immense.


Entertainment

Humanoid robots have had a long history in the realm of entertainment, from the conception and ideas in the story of
Prometheus In Greek mythology, Prometheus (; , , possibly meaning "forethought")Smith"Prometheus". is a Titans, Titan. He is best known for defying the Olympian gods by taking theft of fire, fire from them and giving it to humanity in the form of technol ...
to the application and physical build of modern animatronics used for
theme park An amusement park is a park that features various attractions, such as rides and games, and events for entertainment purposes. A theme park is a type of amusement park that bases its structures and attractions around a central theme, often fea ...
s. Current uses and development of humanoid robots in theme parks are focused on creating stuntronics. Stuntronics are humanoid robots built for serving as stunt doubles, and are designed to simulate life-like, untethered, dynamic movement. Several
Disney The Walt Disney Company, commonly referred to as simply Disney, is an American multinational mass media and entertainment industry, entertainment conglomerate (company), conglomerate headquartered at the Walt Disney Studios (Burbank), Walt Di ...
theme park shows utilize animatronic robots that look, move and speak much like human beings. Although these robots look realistic, they have no cognition or physical autonomy. Various humanoid robots and their possible applications in daily life are featured in an independent documentary film called '' Plug & Pray'', which was released in 2010.


Demonstrative

Though many real-world applications for humanoid robots are unexplored, their primary use is to demonstrate up-and-coming technologies. Modern examples of humanoid robots, such as the Honda Asimo, are revealed to the public in order to demonstrate new technological advancements in motor skills, such as walking, climbing, and playing an instrument. Other humanoid robots have been developed for household purposes, however excel only in single purpose skills and are far from autonomous. Humanoid robots, especially those with
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
algorithm In mathematics and computer science, an algorithm () is a finite sequence of Rigour#Mathematics, mathematically rigorous instructions, typically used to solve a class of specific Computational problem, problems or to perform a computation. Algo ...
s, could be useful for future dangerous and/or distant
space exploration Space exploration is the process of utilizing astronomy and space technology to investigate outer space. While the exploration of space is currently carried out mainly by astronomers with telescopes, its physical exploration is conducted bo ...
missions, without having the need to turn back around again and return to
Earth Earth is the third planet from the Sun and the only astronomical object known to Planetary habitability, harbor life. This is enabled by Earth being an ocean world, the only one in the Solar System sustaining liquid surface water. Almost all ...
once the mission is completed.


Sensors

A
sensor A sensor is often defined as a device that receives and responds to a signal or stimulus. The stimulus is the quantity, property, or condition that is sensed and converted into electrical signal. In the broadest definition, a sensor is a devi ...
is a device that measures some attribute of the world. Being one of the three primitives of robotics (besides planning and control), sensing plays an important role in robotic paradigms. Sensors can be classified according to the physical process with which they work or according to the type of measurement information that they give as output. In this case, the second approach was used.


Proprioceptive

Proprioceptive Proprioception ( ) is the sense of self-movement, force, and body position. Proprioception is mediated by proprioceptors, a type of sensory receptor, located within muscles, tendons, and joints. Most animals possess multiple subtypes of propri ...
sensors sense the position, orientation, and speed of the humanoid's body and joints, along with other internal values. In human beings, the otoliths and semi-circular canals (in the inner ear) are used to maintain balance and orientation. Additionally, humans use their own proprioceptive sensors (e.g. touch, muscle extension, limb position) to help with their orientation. Humanoid robots use
accelerometer An accelerometer is a device that measures the proper acceleration of an object. Proper acceleration is the acceleration (the rate of change (mathematics), rate of change of velocity) of the object relative to an observer who is in free fall (tha ...
s to measure the acceleration, from which velocity can be calculated by integration; tilt sensors to measure inclination; force sensors placed in robot's hands and feet to measure contact force with environment; position sensors that indicate the actual position of the robot (from which the velocity can be calculated by derivation); and even speed sensors.


Exteroceptive

Arrays of tactels can be used to provide data on what has been touched. The Shadow Hand uses an array of 34 tactels arranged beneath its
polyurethane Polyurethane (; often abbreviated PUR and PU) is a class of polymers composed of organic chemistry, organic units joined by carbamate (urethane) links. In contrast to other common polymers such as polyethylene and polystyrene, polyurethane term ...
skin on each finger tip. Tactile sensors also provide information about forces and torques transferred between the robot and other objects.
Vision Vision, Visions, or The Vision may refer to: Perception Optical perception * Visual perception, the sense of sight * Visual system, the physical mechanism of eyesight * Computer vision, a field dealing with how computers can be made to gain und ...
refers to processing data from any modality which uses the electromagnetic spectrum to produce an image. In humanoid robots it is used to recognize objects and determine their properties. Vision sensors work most similarly to the eyes of human beings. Most humanoid robots use CCD cameras as vision sensors. Sound sensors allow humanoid robots to hear speech and environmental sounds, akin to the ears of the human being.
Microphone A microphone, colloquially called a mic (), or mike, is a transducer that converts sound into an electrical signal. Microphones are used in many applications such as telephones, hearing aids, public address systems for concert halls and publi ...
s are usually used for the robots to convey speech.


Actuators

Actuator An actuator is a machine element, component of a machine that produces force, torque, or Displacement (geometry), displacement, when an electrical, Pneumatics, pneumatic or Hydraulic fluid, hydraulic input is supplied to it in a system (called an ...
s are the motors responsible for motion in the robot. Humanoid robots are constructed in such a way that they mimic the human body. They use actuators that perform like
muscle Muscle is a soft tissue, one of the four basic types of animal tissue. There are three types of muscle tissue in vertebrates: skeletal muscle, cardiac muscle, and smooth muscle. Muscle tissue gives skeletal muscles the ability to muscle contra ...
s and
joint 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- ...
s, though with a different structure. The actuators of humanoid robots can be either electric,
pneumatic Pneumatics (from Greek 'wind, breath') is the use of gas or pressurized air in mechanical systems. Pneumatic systems used in Industrial sector, industry are commonly powered by compressed air or compressed inert gases. A centrally located a ...
, or
hydraulic Hydraulics () 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 counterpart of pneumatics, which concer ...
. It is ideal for these actuators to have high power, low mass, and small dimensions.


Electric

Electric actuators are the most popular types of actuators in humanoid robots. These actuators are smaller in size, and a single electric actuator may not produce enough power for a human-sized joint. Therefore, it is common to use multiple electric actuators for a single joint in a humanoid robot. An example of a humanoid robot using electric actuators is HRP-2.


Hydraulic

Hydraulic actuators produce higher power than electric actuators and pneumatic actuators, and they have the ability to control the torque they produce better than other types of actuators. However, they can become very bulky in size. One solution to counter the size issue is electro-hydrostatic actuators (EHA). The most popular example of a humanoid robot using hydraulic actuators is the
ATLAS An atlas is a collection of maps; it is typically a bundle of world map, maps of Earth or of a continent or region of Earth. Advances in astronomy have also resulted in atlases of the celestial sphere or of other planets. Atlases have traditio ...
robot made by
Boston Dynamics Boston Dynamics, Inc., is an American engineering and robotics design company founded in 1992 as a Research spin-off, spin-off from the Massachusetts Institute of Technology. Headquartered in Waltham, Massachusetts, Boston Dynamics has been owne ...
.


Pneumatic

Pneumatic actuators operate on the basis of gas compressibility. As they are inflated, they expand along the axis, and as they deflate, they contract. If one end is fixed, the other will move in a linear
trajectory A trajectory or flight path is the path that an object with mass in motion follows through space as a function of time. In classical mechanics, a trajectory is defined by Hamiltonian mechanics via canonical coordinates; hence, a complete tra ...
. A popular example of a pneumatic actuator is the Mac Kibben muscle.


Planning and control

Planning in robots is the process of planning out motions and trajectories for the robot to carry out. Control is the actual execution of these planned motions and trajectories. In humanoid robots, the planning must carry out biped motions, meaning that robots should plan motions similar to a human. Since one of the main uses of humanoid robots is to interact with humans, it is important for the planning and control mechanisms of humanoid robots to work in a variety of terrain and environments. The question of walking biped robots stabilization on the surface is of great importance. Maintenance of the robot's gravity center over the center of bearing area for providing a stable position can be chosen as a goal of control. To maintain dynamic balance during the
walk Walking (also known as ambulation) is one of the main gaits of terrestrial locomotion among legged animals. Walking is typically slower than running and other gaits. Walking is defined as an "inverted pendulum" gait in which the body vaults over ...
, a robot needs information about contact force and its current and desired motion. The solution to this problem relies on a major concept, the Zero Moment Point (ZMP). Another characteristic of humanoid robots is that they move, gather information (using sensors) on the "real world", and interact with it. They do not stay still like factory manipulators and other robots that work in highly structured environments. To allow humanoids to move in complex environments, planning and control must focus on self-collision detection,
path planning Motion planning, also path planning (also known as the navigation problem or the piano mover's problem) is a computational problem to find a sequence of valid configurations that moves the object from the source to destination. The term is used ...
and obstacle avoidance. Humanoid robots do not yet have some features of the human body. They include structures with variable flexibility, which provide safety (to the robot itself and to the people), and redundancy of movements, i.e. more
degrees of freedom In many scientific fields, the degrees of freedom of a system is the number of parameters of the system that may vary independently. For example, a point in the plane has two degrees of freedom for translation: its two coordinates; a non-infinite ...
and therefore wide task availability. Although these characteristics are desirable to humanoid robots, they will bring more complexity and new problems to planning and control. The field of whole-body control deals with these issues and addresses the proper coordination of numerous degrees of freedom, e.g. to realize several control tasks simultaneously while following a given order of priority.


Timeline of developments


In science fiction

A common theme for the depiction of humanoid robots in science fiction pertains to how they can help humans in society or serve as threats to humanity. This theme essentially questions whether artificial intelligence is a force of good or bad for mankind. Humanoid robots that are depicted as good for society and benefit humans are Commander Data in ''
Star Trek ''Star Trek'' is an American science fiction media franchise created by Gene Roddenberry, which began with the Star Trek: The Original Series, series of the same name and became a worldwide Popular culture, pop-culture Cultural influence of ...
'' and
C-3PO C-3PO () or See-Threepio is a humanoid robot character in the ''Star Wars'' franchise. He is a protocol droid (Star Wars), droid designed to assist in etiquette and translation, and is fluent in over six million forms of communication. The chara ...
in ''
Star Wars ''Star Wars'' is an American epic film, epic space opera media franchise created by George Lucas, which began with the Star Wars (film), eponymous 1977 film and Cultural impact of Star Wars, quickly became a worldwide popular culture, pop cu ...
''. Opposite portrayals where humanoid robots are shown as scary and threatening to humans are the T-800 in '' Terminator'' and
Megatron Megatron is a fictional character and the main antagonist of the ''Transformers'' media franchise produced by the American toy company Hasbro and the Japanese toy company Takara Tomy. He is the tyrannical leader of the Decepticons, a villaino ...
in ''
Transformers ''Transformers'' is a media franchise produced by American toy company Hasbro and Japanese toy company Tomy, Takara Tomy. It primarily follows the heroic Autobots and the villainous Decepticons, two Extraterrestrials in fiction, alien robot fac ...
.'' An Indian
Tamil-language Tamil (, , , also written as ''Tamizhil'' according to linguistic pronunciation) is a Dravidian language natively spoken by the Tamil people of South Asia. It is one of the longest-surviving classical languages in the world,. "Tamil is one ...
film which showed the pros and cons of a humanoid robot Chitti. Another prominent theme found in science fiction regarding humanoid robots focuses on personhood. Certain films, particularly ''
Blade Runner ''Blade Runner'' is a 1982 science fiction film directed by Ridley Scott from a screenplay by Hampton Fancher and David Peoples. Starring Harrison Ford, Rutger Hauer, Sean Young, and Edward James Olmos, it is an adaptation of Philip K. Di ...
'' and ''
Blade Runner 2049 ''Blade Runner 2049'' is a 2017 American Epic film, epic neo-noir science fiction film directed by Denis Villeneuve from a screenplay by Hampton Fancher and Michael Green (writer), Michael Green, based on a story by Fancher. A sequel to ''Blade ...
'', explore whether or not a constructed, synthetic being should be considered a person. In the films, androids called " replicants" are created indistinguishably from human beings, yet they are shunned and do not possess the same rights as humans. This theme incites audience sympathy while also sparking unease at the idea of humanoid robots mimicking humans too closely.


Criticism

Humanoid robots, which are designed to resemble and mimic human form and behavior, have faced several criticisms: * Uncanny Valley Effect: As robots become more human-like but not quite perfect, they can evoke feelings of unease or revulsion in humans. * Ethical Confusion: Humanoid robots can potentially lead to ethical dilemmas, creating confusion about their rights or treatment.


See also

* Frankenstein complex * Personal robot * List of fictional robots and androids


References


Citations


Sources

*Asada, H. and Slotine, J.-J. E. (1986). Robot Analysis and Control. Wiley. . *Arkin, Ronald C. (1998). Behavior-Based Robotics. MIT Press. . *Brady, M., Hollerbach, J.M., Johnson, T., Lozano-Perez, T. and Mason, M. (1982), Robot Motion: Planning and Control. MIT Press. . *Horn, Berthold, K. P. (1986). Robot Vision. MIT Press. . *Craig, J. J. (1986). Introduction to Robotics: Mechanics and Control. Addison Wesley. . *Everett, H. R. (1995). Sensors for Mobile Robots: Theory and Application. AK Peters. . *Kortenkamp, D., Bonasso, R., Murphy, R. (1998). Artificial Intelligence and Mobile Robots. MIT Press. . *Poole, D., Mackworth, A. and Goebel, R. (1998), Computational Intelligence: A Logical Approach. Oxford University Press. . *Russell, R. A. (1990). Robot Tactile Sensing. Prentice Hall. . *Russell, S. J. & Norvig, P. (1995). Artificial Intelligence: A Modern Approach. Prentice-Hall. Prentice Hall. .


Further reading

*Carpenter, J., Davis, J., Erwin‐Stewart, N., Lee. T., Bransford, J. & Vye, N. (2009). Gender representation in humanoid robots for domestic use. International Journal of Social Robotics (special issue). 1 (3), 261‐265. The Netherlands: Springer. *Carpenter, J., Davis, J., Erwin‐Stewart, N., Lee. T., Bransford, J. & Vye, N. (2008). Invisible machinery in function, not form: User expectations of a domestic humanoid robot. Proceedings of 6th conference on Design and Emotion. Hong Kong, China. *Williams, Karl P. (2004). Build Your Own Human Robots: 6 Amazing and Affordable Projects. McGraw-Hill/TAB Electronics. . .


External links


Humanoid Robots' jobs in Japan
*, African Times, June 2009 {{DEFAULTSORT:Humanoid Robot Japanese inventions