[HTML][HTML] Human–robot collaboration and machine learning: A systematic review of recent research
F Semeraro, A Griffiths, A Cangelosi - Robotics and Computer-Integrated …, 2023 - Elsevier
… to build the cognitive model and behavioural block, with high … suggestions on designing
HRC systems with machine … , integrating robotic learning from demonstration in the learning …
HRC systems with machine … , integrating robotic learning from demonstration in the learning …
Concept2robot: Learning manipulation concepts from instructions and human demonstrations
… robot with the ability to learn manipulation concepts that link natural language instructions
to motor skills… Using natural language and vision to guide mobile robot behaviors also has a …
to motor skills… Using natural language and vision to guide mobile robot behaviors also has a …
A survey of robot learning strategies for human-robot collaboration in industrial settings
… industry to extract practical tips for demarcating which level of … can learn through
demonstrations or other machine learning (… of safety behaviours relevant to robot, tool, human and …
demonstrations or other machine learning (… of safety behaviours relevant to robot, tool, human and …
Recent advances in robot learning from demonstration
H Ravichandar, AS Polydoros… - … of control, robotics …, 2020 - annualreviews.org
… of machine-learning methods used to enable a robot to learn … to efficiently and easily program
and adapt robot behaviors. … a given skill or a set of skills such that it would help effectively …
and adapt robot behaviors. … a given skill or a set of skills such that it would help effectively …
Skill learning framework for human–robot interaction and manipulation tasks
GA Odesanmi, Q Wang, J Mai - Robotics and Computer-Integrated …, 2023 - Elsevier
… to robot with the capability of replicating human demonstration; (3… to human muscle fatigue
by means of a machine learning … This learning framework will help the robot dynamics to align …
by means of a machine learning … This learning framework will help the robot dynamics to align …
Skill transfer learning for autonomous robots and human–robot cooperation: A survey
… on the robot learning (eg, machine learning in robotics, RL in robot … behaviors, utilizing a
large number of machine learning … robot learning from human demonstration and RL can help …
large number of machine learning … robot learning from human demonstration and RL can help …
A review on manipulation skill acquisition through teleoperation‐based learning from demonstration
… make robot acquire skills from the human demonstration, … Haptic feedback and guidance
have been shown to play a … Recently, combining the machine learning techniques and the …
have been shown to play a … Recently, combining the machine learning techniques and the …
[HTML][HTML] Improving human robot collaboration through Force/Torque based learning for object manipulation
A Al-Yacoub, YC Zhao, W Eaton, YM Goh… - Robotics and Computer …, 2021 - Elsevier
… haptic information captured from human demonstration. The … (where the human provides the
guidance but the robot handles … ensemble machine learning can be utilised for real robotics …
guidance but the robot handles … ensemble machine learning can be utilised for real robotics …
A review of robot learning for manipulation: Challenges, representations, and algorithms
… from learning individual manipulation skills from human demonstration, to learning abstract
… decision for any robot learning algorithm, as it dictates the class of behaviors that can be …
… decision for any robot learning algorithm, as it dictates the class of behaviors that can be …
A Survey of Behavior Learning Applications in Robotics--State of the Art and Perspectives
… current state of machine learning for robotic behaviors. We … Another term that is often used
in the context of robot skill learning is … from demonstrations of the overall task and learn how to …
in the context of robot skill learning is … from demonstrations of the overall task and learn how to …