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Machine learning for robots
Robot learning is a research field at the intersection of machine learning and robotics. It studies techniques allowing a robot to acquire novel skills
Robot_learning
Foundation model allowing control of robot actions
In robot learning, a vision–language–action model (VLA) is a class of multimodal foundation models that integrates vision, language and actions. Given
Vision–language–action_model
Type of mechanical arm with similar functions to a human arm
2024, HuggingFace released LeRobot, an open-source Python library designed for helping in the robot learning process. LeRobot supports the SO-101 and SO-100
Robotic_arm
Subset of artificial intelligence
the model. Robot learning is inspired by a multitude of machine learning methods, starting from supervised learning, reinforcement learning, and finally
Machine_learning
Swiss physicist
August 6, 1971) is a Swiss physicist in the fields of machine learning and human-robot interactions. As a full professor at the School of Engineering
Aude_Billard
Off-line programming (robotics) Open-source robotics Robotics middleware Robotics Robot learning Swarm robotic platforms Ubiquitous robot URDF — XML-based
List_of_robotics_software
Concept in artificial intelligence
researchers used such an approach to teach an AIBO robot basic soccer skills. Inverse reinforcement learning (IRL) is the process of deriving a reward function
Apprenticeship_learning
Subfield of robotics
Cognitive robotics or cognitive technology is a subfield of robotics concerned with endowing a robot with intelligent behavior by providing it with a processing
Cognitive_robotics
Method of teaching in which students teach the subject to each other
can be extended to human-robot interaction to enhance the learning process in artificial systems. In the context of human-robot interaction, the LdL approach
Learning_by_teaching
Chinese technology company
Turing Robot (aka Guangnian Wuxian, 图灵机器人) is a Chinese company that develops cognitive computing technology, deep learning, and intelligent robot operating
Turing_Robot
Machine learning researcher at Berkeley
electrical engineering and computer sciences, Director of the Berkeley Robot Learning Lab, and co-director of the Berkeley AI Research (BAIR) Lab at the University
Pieter_Abbeel
German computer scientist
Universität Darmstadt. Peters is renowned for his research in machine learning and robotics. Jan Peters graduated from the University of Hagen in 2000 with
Jan Peters (computer scientist)
Jan_Peters_(computer_scientist)
1970s - 1990s Educational Toy
kept kids focused and challenged as they interacted with the verbal robot. Learning was enhanced via the use of jokes and funny sayings as verbal reinforcements
2-XL
Intelligence of machines
include learning, reasoning, knowledge representation, planning, natural language processing, and perception, as well as support for robotics. To reach
Artificial_intelligence
Design, construction, use, and application of robots
Robotics is the interdisciplinary study and practice of the design, construction, operation, and use of robots. A roboticist is someone who specializes
Robotics
Field of scientific study
features: It targets task-independent architectures and learning mechanisms, i.e. the machine/robot has to be able to learn new tasks that are unknown by
Developmental_robotics
Internal representation of world by AI
versions power robots, autonomous driving, and interactive video generation. Jürgen Schmidhuber introduced the term world model in machine learning in 1990.
World model (artificial intelligence)
World_model_(artificial_intelligence)
Engineering discipline focused on robots
Machine learning techniques, particularly reinforcement learning and deep learning, allow robots to improve their performance over time. Robotics engineers
Robotics_engineering
break. Adaptable robotics systems successfully adapt to their environment using techniques such as modular design, machine learning, and sensor feedback
Adaptable_robotics
Machine capable of carrying out a complex series of actions automatically
Playing Robot (TOPIO) to industrial robots, medical operating robots, patient assist robots, dog therapy robots, collectively programmed swarm robots, UAV
Robot
Computer scientist and robotics researcher
professor, researcher and technology executive known for his work on robot learning and artificial intelligence. Hausman was born in a small city in Poland
Karol_Hausman
Small humanoid robot developed by the French company Aldebaran
autonomous, programmable humanoid robot developed by Aldebaran (formerly known as Aldebaran Robotics and also SoftBank Robotics Europe while owned by SoftBank)
Nao_(robot)
General-purpose mobile robot
Shakey the Robot was the first general-purpose mobile robot able to reason about its own actions. While other robots would have to be instructed on each
Shakey_the_robot
Robot that performs behaviors or tasks with a high degree of autonomy
An autonomous robot is a robot that acts without recourse to human control. Historic examples include space probes. Modern examples include self-driving
Autonomous_robot
Machine learning technique where agents learn from demonstrations
demonstrations . It is also called learning from demonstration and apprenticeship learning. It has been applied to underactuated robotics, self-driving cars, quadcopter
Imitation_learning
Book series by Peter Brown
consists of the following novels: The Wild Robot (2016), The Wild Robot Escapes (2018), and The Wild Robot Protects (2023). The books are published by
The_Wild_Robot_(book_series)
Robotics company
are used to train and refine the company’s machine learning models during deployment. Mind Robotics raised approximately $115 million in seed funding in
Mind_Robotics
American computer scientist
she is the director of the Personal Robots Group at the MIT Media Lab, dean for digital learning at MIT Open Learning, and director of the MIT RAISE Initiative
Cynthia_Breazeal
Form of business process automation technology
Robotic process automation (RPA) is a form of business process automation that is based on software robots (bots) or artificial intelligence (AI) agents
Robotic_process_automation
Computer scientist and professor
computer scientist and professor at UC Berkeley specializing in robotics and machine learning. He is a co-founder of the company Physical Intelligence. Levine
Sergey_Levine
German-American entrepreneur (born 1967)
co-director of the Robot Learning Laboratory at CMU. As a faculty member at CMU, he co-founded the Master's Program in Automated Learning and Discovery, which
Sebastian_Thrun
Overview of and topical guide to robotics
achieve a broader task. Laboratory robotics – the act of using robots in biology or chemistry labs Robot learning – learning to perform tasks such as obstacle
Outline_of_robotics
2024 film by Chris Sanders
The Wild Robot is a 2024 American animated science fiction film written and directed by Chris Sanders, based on the 2016 novel by Peter Brown. It was
The_Wild_Robot
Indian-American computer scientist
contributions to the field of artificial intelligence and large-scale robot learning. His interests include building enterprise AI agents and embodied AI
Ashutosh_Saxena
Process of acquiring new knowledge
Learning is the process of acquiring new understanding, knowledge, behavior, skills, values, attitudes, and preferences. The ability to learn is possessed
Learning
3D-printed humanoid robot
development and robot learning. On this basis and through this concept there were developed different iterations. InMoov uses MyRobotLab software for
InMoov
Jewish American scientist
intelligence, computer vision, machine learning, and pattern recognition. He also made a significant contribution to robotics and autonomous driving. Koltun's
Vladlen_Koltun
Vijayakumar's articles on Incremental Online Learning in high dimensions, Natural Actor-Critic and other robot learning related publications have been cited over
Sethu_Vijayakumar
Sub-field of reinforcement learning
M. (2018). Benchmarks for reinforcement learning in mixed-autonomy traffic (PDF). Conference on Robot Learning. Tuyls, Karl; Omidshafiei, Shayegan; Muller
Multi-agent reinforcement learning
Multi-agent_reinforcement_learning
Social robot made by the Personal Robots Group
Leonardo is a 2.5 foot social robot, the first created by the Personal Robots Group of the Massachusetts Institute of Technology. Its development is credited
Leonardo_(robot)
Sub-field of robotics
socially assistive robots, particularly in addressing the needs of large user populations, including children engaged in remote learning, elderly individuals
Socially_assistive_robot
Intersection of cloud computing and robotics
smarter robots with an intelligent "brain" in the cloud. The "brain" consists of data center, knowledge base, task planners, deep learning, information
Cloud_robotics
Danish robotics manufacturer
Universal Robots is a Danish manufacturer of smaller flexible industrial collaborative robot arms (cobots), based in Odense, Denmark. Since 2015, the company
Universal_Robots
American robotics company
Figure AI, Inc. is an American robotics company developing humanoid robots that operate via artificial intelligence. The company was founded in 2022 by
Figure_AI
American roboticist
Boots is an American professor of machine learning and robotics. He is the Amazon Professor of Machine Learning at the University of Washington (UW). Boots
Byron_Boots
Language Robot jockey Robot Jox Robot kinematics Robot kit Robot learning Robot locomotion Robot Magazine Robot Monster Robot Operating System Robot software
Index_of_robotics_articles
1984 video game
Robot Odyssey is a digital logic game developed by Mike Wallace and Dr. Leslie Grimm and published by The Learning Company in December 1984. It is a sequel
Robot_Odyssey
American computer scientist
Her master's thesis was titled "A Model for Distributed Mobile Robot Environment Learning and Navigation" and her doctoral dissertation was titled "Interaction
Maja_Matarić
American artificial intelligence and robotics technology company
chief technology officer. Since 2008, Abbeel has been director of the Robot Learning Lab at the University of California, Berkeley, where he is also a professor
Covariant_(company)
Mechanical and/or programmable systems responsible for the precise movement of robots
navigation Robot kinematics Simultaneous localization and mapping Robot locomotion Motion planning Robot learning Vision Based Robot Control Robotic surgery
Robot_control
American computer scientist
DeepMind. He is best known for his research in robotics and machine learning, including robot learning algorithms that enable machines to intelligently
Andy_Zeng
Branch of machine learning
Deep TAMER used deep learning to provide a robot with the ability to learn new tasks through observation. Using Deep TAMER, a robot learned a task with
Deep_learning
American artificial intelligence researcher
DeepLearning.ai: The Batch. No. 106. Technology Review, MIT [@techreview] (December 2, 2016). "Register today to hear power couple @AndrewYNg and @robot_MD
Andrew_Ng
Hypothetical anthropomorphic robot sex doll
Sex robots, also known as sexbots, are anthropomorphic robotic sex dolls that display human-like movement or behavior and incorporate varying degrees of
Sex_robot
Chatbot developed by Microsoft
on the internet, such as "redpilling" and "Gamergate". As a result, the robot began releasing racist and sexist messages in response to other Twitter
Tay_(chatbot)
Machine learning that combines deep learning and reinforcement learning
score). Deep reinforcement learning has been used for a diverse set of applications including but not limited to robotics, video games, natural language
Deep_reinforcement_learning
Japanese robot and first robot in Asia
Japanese for "learning from the laws of nature") was the first robot to be built in East Asia and was created in Osaka in the late 1920s. The robot was designed
Gakutensoku
Robotics competition program for students
VEX Robotics is one of the main robotics programs for elementary through university students, and a subset of Innovation First International. The VEX Robotics
VEX_Robotics
Chairman of Boston Dynamics
basis for highly dynamic robots. Raibert developed the first self-balancing hopping robots, a significant step forward in robotics. Raibert earned an Electrical
Marc_Raibert
US engineering and robotics design company
Boston Dynamics, Inc. is an American engineering and robotics design company founded in 1992 as a spin-off from the Massachusetts Institute of Technology
Boston_Dynamics
Robotics company
San Francisco, California. The company develops machine learning models intended to control robots and other physical devices. Physical Intelligence was
Physical_Intelligence_Inc.
2023 animated film by Pablo Berger
Robot Dreams (French: Mon ami robot) is a 2023 independent animated tragicomedy film written and directed by Pablo Berger. A Spanish-French co-production
Robot_Dreams_(film)
2001 anime film directed by Rintaro
protects Tima and her humanity evolves, both unaware that she is a robot. Learning that Tima is alive, Rock and his subordinates hunt the pair. Kenichi
Metropolis_(2001_film)
Indian humanoid robot made from waste
Robot Shalu is a social and educational humanoid robot developed by Dinesh Kunwar Patel, an Indian computer science teacher from Mumbai, using waste materials
Shalu_Robot
Robert the Robot is a humanoid, AI‑powered financial advisory robot developed by Swiss fintech company RB Labs. Launched in 2025, Robert is designed to
Robert_the_Robot
Branch of robotics
Behavior-based robotics (BBR) or behavioral robotics is an approach in robotics that focuses on robots that are able to exhibit complex-appearing behaviors
Behavior-based_robotics
Mode of delivering education to students who are not physically present
distance education courses. Another form of synchronous learning using the classroom is the use of robot proxies including those that allow sick students to
Distance_education
Field of machine learning
robot control, photovoltaic generators, backgammon, checkers, Go (AlphaGo), and autonomous driving systems. Two elements make reinforcement learning powerful:
Reinforcement_learning
Computerized information extraction from images
meant to mimic the human visual system as a stepping stone to endowing robots with intelligent behavior. In 1966, it was believed that this could be achieved
Computer_vision
American computer scientist and academic
worked on robot learning algorithms from deep predictive models. She delivered a massive open online course on deep reinforcement learning. She was the
Chelsea_Finn
Type of robot
A mobile robot is an automatic machine that is capable of locomotion. Mobile robotics is usually considered to be a subfield of robotics and information
Mobile_robot
Coordination of multiple robots as a system
Swarm robotics is the study of how to design independent systems of robots without centralized control. The emerging swarming behavior of robotic swarms
Swarm_robotics
American actress (born 1986)
American Horror Story: Freak Show, and as cast regular in Extant and Mr. Robot. Gummer was born in New York City to actress Meryl Streep and sculptor Don
Grace_Gummer
Topics referred to by the same term
American basketball player Conference on Robot Learning (CoRL), an international robotics & machine learning conference Dean Corll (1939-1973), American
Corl
successfully used in impedance cardiography, wing-design optimization, robotic learning, computational biomechanics, and have more recently been extended to
Multifidelity_simulation
of funding, it was still unable to solve problems in perception, robotics, learning and common sense. A small number of scientists and engineers began
History of artificial intelligence
History_of_artificial_intelligence
Decentralized machine learning
Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems". 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems
Federated_learning
Deep learning artificial intelligence research team
collaborative robots. Robotics research at Google Brain has focused mostly on improving and applying deep learning algorithms to enable robots to complete
Google_Brain
AI research laboratory
DeepMind launched Gemini Robotics ER-1.6, which is an upgrade to their previous model. DeepMind researchers have applied machine learning models to the sport
Google_DeepMind
assessment. Machine learning, natural language processing, and robotic process automation are commonly used in procurement. Machine learning has been used for
Applications of artificial intelligence
Applications_of_artificial_intelligence
Robot head built by Cynthia Breazeal
caretaker essentially, and the robot is like an infant'. The overview sets the human-robot relation within a frame of learning, with Dr. Breazeal providing
Kismet_(robot)
Operating unit within the Robotics Institute of Carnegie Mellon University
sensing and image processing, machine learning, manipulation, and human–robot interaction. NREC applies robotics technologies to build functional prototype
National Robotics Engineering Center
National_Robotics_Engineering_Center
American entrepreneur (born 1981)
Professor (AI & Robotics). “Shaping the World of Robotics with Chelsea Finn” (podcast, February 15, 2024). A pioneer in meta-learning and robotics, she detailed
Lukas_Biewald
change. KataGo – reinforcement learning agent designed for playing the game of Go ArduPilot CoppeliaSim Gazebo Mobile Robot Programming Toolkit OpenRTM-aist
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Hypothesis that human replicas elicit revulsion
verisimilitude have prompted debate about "the valley". As related to robotics engineering, robotics professor Masahiro Mori first introduced the concept in 1970
Uncanny_valley
created by Papert. The reasons why Physical Etoys benefits robot learning are: Ease of learning: Physical Etoys reduces the complexity of code abstraction
Physical_Etoys
Automation in construction
Construction robots are a subset of industrial robots used for building and infrastructure construction on site, or in the production of materials and
Construction_robots
South Korean technology company
industry-specific Robot Foundation Models (RFM), hardware, and platforms. Through 'PhysicalWorks', the first integrated robot learning and operations platform
LG_CNS
Bipedal humanoid robot
for multiple robot models produced by American robotics company Boston Dynamics. The first Atlas robot was a bipedal hydraulic humanoid robot primarily developed
Atlas_(robot)
American robotics researcher
manipulation, machine learning, and his contributions to the Robonaut 2 project at NASA, which resulted in the first humanoid robot deployed on the International
Robert_Platt_Jr.
Use of technology in education to enhance learning and teaching
devices such as sensors, displays, LEDs and robotics. These are cost effective computing devices ideal for learning programming, which work with cloud computing
Educational_technology
Overview of and topical guide to deep learning
representation learning and is widely used in areas such as computer vision, natural language processing, speech recognition, recommender systems, robotics, and
Outline_of_deep_learning
Discipline related to computer vision and cartography
Robotic mapping is a discipline related to computer vision and cartography. The goal for an autonomous robot is to be able to construct (or use) a map
Robotic_mapping
British-American computer scientist
British-American computer scientist whose research spans machine learning, artificial intelligence, robotics, and large-scale statistical data mining. He is the co-founder
Andrew_W._Moore
2010 Indian film by Shankar
Enthiran (transl. Robot) is a 2010 Indian Tamil-language science fiction action film co-written and directed by Shankar. It is the first instalment in
Enthiran
Measuring device on physical interaction
Fleer, Sascha; Walck, Guillaume; Ritter, Helge (2020). "Attention-Based Robot Learning of Haptic Interaction" (PDF). Haptics: Science, Technology, Applications
Tactile_sensor
of biological movement control and in robotics. In robotics, it is a system of robot learning whereby a robotic system can autonomously develop an internal
Motor_babbling
Artificially intelligent machine made to be a pet
learning (algorithms that allow machines to adapt to experiences independent of humans), making them much more realistic. Most consumers buy robotic pets
Robotic_pet
targets Competitive learning Supervised backpropagation Neuroevolution Restricted Boltzmann machine Behavior based AI – Branch of roboticsPages displaying
Outline of artificial intelligence
Outline_of_artificial_intelligence
Solving multiple machine learning tasks at the same time
Multicriteria classification Robot learning Transfer learning James–Stein estimator Baxter, J. (2000). A model of inductive bias learning" Journal of Artificial
Multi-task_learning
ROBOT LEARNING
ROBOT LEARNING
Male
Chinese
a root.
Boy/Male
American, British, English
From the Root Meadow
Boy/Male
Muslim
Root, Element, Resolution
Girl/Female
Tamil
Tree that grows from root
Surname or Lastname
English
English : nickname for a cheerful person, from Middle English rote ‘glad’ (Old English rÅt).English : metonymic occupational name for a player on the rote, an early medieval stringed instrument (Middle English, Old French rote, of uncertain origin but apparently ultimately akin to Welsh crwth).Dutch : topographic name for someone who lived by a retting place (Dutch root, a derivative of ro(o)ten ‘to ret’, akin to modern English rot), a place where flax is soaked in tubs of water until the stems rot to release the linen fibers.
Boy/Male
Indian, Sanskrit
Beginning; Root
Boy/Male
Indian, Telugu
Intelligent
Boy/Male
French, Indian
Foundation; Base; Root
Girl/Female
Bengali, Gujarati, Hindu, Indian, Kannada, Marathi, Telugu
The First Root
Girl/Female
Hindu
Tree that grows from root
Boy/Male
Arabic, Muslim
Root; Element; Resolution
Boy/Male
Indian, Sanskrit
First Root of Creation
Boy/Male
Indian, Sanskrit
The Primal Root
Girl/Female
African, Hindu, Indian, Sanskrit
First Root; Sun
Girl/Female
Tamil
The first root
Boy/Male
Indian, Sanskrit
Root of the Lotus
Boy/Male
Egyptian
Root.
Boy/Male
Norse
From the root land.
Boy/Male
Norse Shakespearean
From the root land.
Boy/Male
Hindu, Indian, Indonesian, Kenyan
Root
ROBOT LEARNING
ROBOT LEARNING
Boy/Male
Australian, British, Dutch, English
Bright Fame
Girl/Female
Indian
Pearl, Ruby, Name of a precious stone
Surname or Lastname
English
English : patronymic from Mankin.
Boy/Male
Indian, Punjabi, Sikh
Absorbed in Remembrance of God
Girl/Female
Gujarati, Hindu, Indian
Loved One; Beautiful Person
Girl/Female
Hindu
Ghosh
Boy/Male
Hindu
With a flame
Girl/Female
Hindu, Indian, Marathi
Pretty; With Beautiful Eyes
Girl/Female
American, Australian
Noble and Gracious
Boy/Male
Hindu, Indian, Marathi, Sanskrit
Crocodile
ROBOT LEARNING
ROBOT LEARNING
ROBOT LEARNING
ROBOT LEARNING
ROBOT LEARNING
v. i.
To root with the snout. See 1st Root.
n.
A root.
n.
A root.
p. pr. & vb. n.
of Root
n.
A root.
v. t.
To root up.
v. t.
To tear up by the root; to eradicate; to extirpate; -- with up, out, or away.
n.
Seneca root.
v. t.
To root deeply.
v. i.
To fix the root; to enter the earth, as roots; to take root and begin to grow.
n.
That factor of a quantity which when multiplied into itself will produce that quantity; thus, 3 is a root of 9, because 3 multiplied into itself produces 9; 3 is the cube root of 27.
imp. & p. p.
of Root
n.
The underground portion of a plant, whether a true root or a tuber, a bulb or rootstock, as in the potato, the onion, or the sweet flag.
n.
A rubber of hard wood used in smoothing marble to be polished.
n.
The descending, and commonly branching, axis of a plant, increasing in length by growth at its extremity only, not divided into joints, leafless and without buds, and having for its offices to fix the plant in the earth, to supply it with moisture and soluble matters, and sometimes to serve as a reservoir of nutriment for future growth. A true root, however, may never reach the ground, but may be attached to a wall, etc., as in the ivy, or may hang loosely in the air, as in some epiphytic orchids.
n.
That which resembles a root in position or function, esp. as a source of nourishment or support; that from which anything proceeds as if by growth or development; as, the root of a tooth, a nail, a cancer, and the like.
n.
An edible or esculent root, especially of such plants as produce a single root, as the beet, carrot, etc.; as, the root crop.