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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
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
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
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
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
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
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
work in robotics, autonomous systems, robot perception, computer vision, robot control, robot learning, human–robot interaction, service robotics, medical
List_of_robotics_laboratories
open-source robotics hardware Off-line programming (robotics) Open-source robotics Robotics middleware Robotics Robot learning Swarm robotic platforms Ubiquitous
List_of_robotics_software
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)
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
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
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
Artificial intelligence systems that perceive and act in the physical world
of robotics companies List of robotics laboratories List of robotics simulators List of robotics software List of robots Open-source robotics Robot learning
Physical artificial intelligence
Physical_artificial_intelligence
Intelligence in machines
include learning, reasoning, knowledge representation, planning, natural language processing, and perception, as well as support for robotics. To reach
Artificial_intelligence
Field of scientific study
central to developmental robotics, it has relationships with fields such as artificial intelligence, machine learning, cognitive robotics or computational neuroscience
Developmental_robotics
Italian roboticist specializing in robot manipulation Aude Billard – Swiss roboticist specializing in robot learning Trevor Blackwell – Canadian-American
List_of_roboticists
Book series by Peter Brown
The Wild Robot is a series of children's science fiction novels by American writer and illustrator Peter Brown, which consists of The Wild Robot (2016)
The_Wild_Robot_(book_series)
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)
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
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)
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
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
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
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
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
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
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
break. Adaptable robotics systems successfully adapt to their environment using techniques such as modular design, machine learning, and sensor feedback
Adaptable_robotics
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
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
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
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)
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
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
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
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
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
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
Form of business process automation technology
Robotic process automation (RPA) is a type of business process automation that automates tasks within business and IT processes using scripts that mimic
Robotic_process_automation
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
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)
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
Anthropomorphic robot sex doll
Sex robots, also known as sexbots, are anthropomorphic robots incorporating the features of sex dolls to emulate the expected movements and behaviors
Sex_robot
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
German-American entrepreneur (born 1967)
and director of the Robot Learning Laboratory, later serving as the Finmeccanica Associate Professor of Computer Science and Robotics. During this period
Sebastian_Thrun
2023 animated film by Pablo Berger
Tin and, learning from his past mistakes, coats Tin with oil spray and keeps it out of the water. As Robot and Rascal have a rooftop lunch, Robot looks out
Robot_Dreams_(film)
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
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
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.
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
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
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
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
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
Danish robotics manufacturer
Universal Robots received an Honoree in the "robotics" category at Automation World's "Leadership in Automation" in 2016. At the Learning Technologies
Universal_Robots
American supplemental education program
robotics and coding. Sylvan provides personalized learning programs and primarily serves students in primary and secondary education. Sylvan Learning
Sylvan_Learning
Robot capable of locomotion
These types of robots are still widely popular in well known Robotic societies as a first step towards learning nooks and corners of robotics. However it
Mobile_robot
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
Speech of babbling from motor
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
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
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)
American robotics researcher
manipulation and machine learning, and he contributed to the Robonaut 2 project at NASA, which resulted in the first humanoid robot deployed on the International
Robert_Platt_Jr.
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
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
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 artificial intelligence researcher
Andrew (2003). Shaping and policy search in Reinforcement Learning (PDF). Robotic AI & Learning Lab (RAIL) (Thesis). University of California, Berkeley
Andrew_Ng
Field of machine learning
robot control, photovoltaic generators, backgammon, checkers, Go (AlphaGo), and autonomous driving systems. Two elements make reinforcement learning powerful:
Reinforcement_learning
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
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)
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
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
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
Japanese robot and first robot in Asia
(Japanese: 學天則; 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
Integrated circuit technology
Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control". Proceedings of the 2020 Conference on Robot Learning. PMLR: 2016–2029
Neuromorphic_computing
Artificial intelligence model developed by TypeSafe AI
Unlike other machine learning models, Jev does not require training ahead of time; rather, it can perform zero-shot learning of input for categories
Jev_(AI_model)
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
American blogger
(/ˈbɑːrɡər/; born 1953) is an American blogger, best known as editor of Robot Wisdom, an early weblog. He has written extensively on James Joyce and artificial
Jorn_Barger
Robotics competition program for students
VEX Robotics is a robotics program for elementary through university students, and a subset of Innovation First International. The VEX Robotics competitions
VEX_Robotics
Technique for teaching a computer or a robot new behaviors
in learning methods at a symbolic level or at a trajectory level. The development of humanoid robots naturally brought a growing interest in robot programming
Programming_by_demonstration
2008 book by Marina Umaschi Bers
Blocks to Robots: Learning with Technology in the Early Childhood Classroom (2008) is an educational guide book by Marina Umaschi Bers that introduces
Blocks_to_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
The history of robots has its origins in the ancient world. During the Industrial Revolution, humans developed the structural engineering capability to
History_of_robots
Operating unit within the Robotics Institute of Carnegie Mellon University
learning, manipulation, and human–robot interaction. NREC is led by Dr. Herman Herman, who has served as director since 2015. NREC applies robotics technologies
National Robotics Engineering Center
National_Robotics_Engineering_Center
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)
Computational model used in machine learning
In machine learning, a neural network (NN) or artificial neural network (ANN) is a computational model inspired by the structure and functions of biological
Neural network (machine learning)
Neural_network_(machine_learning)
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)
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
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
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
Various methods robots use to transport themselves
Robot locomotion is the collective name for the various methods that robots use to transport themselves from place to place. Wheeled robots are typically
Robot_locomotion
Artificial intelligence scenario
Autonomous robot – Robot that performs behaviors or tasks with a high degree of autonomy Industrial robot – Robot used in manufacturing Mobile robot – Robot capable
AI_takeover
Computational navigational technique used by robots and autonomous vehicles
in computational geometry and computer vision, and are used in robot navigation, robotic mapping and odometry for virtual reality or augmented reality
Simultaneous localization and mapping
Simultaneous_localization_and_mapping
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
Field in robotics
Bio-inspired robotic locomotion is a subcategory of bio-inspired design. It is about learning concepts from nature and applying them to the design of real-world
Bio-inspired_robotics
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
American television sitcom (1985–1989)
to May 20, 1989. The show chronicles the family of a robotics engineer who secretly builds a robot modeled after a human girl and tries to pass it off
Small_Wonder_(TV_series)
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
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