Learning Needle Pick-and-Place Without Expert Demonstrations

Author:

Bendikas Rokas1ORCID,Modugno Valerio2ORCID,Kanoulas Dimitrios2ORCID,Vasconcelos Francisco1ORCID,Stoyanov Danail1ORCID

Affiliation:

1. Surgical Robot Vision Group, WEISS, Department of Computer Science, University College London, London, U.K.

2. Robot Perception and Learning Lab, Department of Computer Science, University College London, London, U.K.

Funder

Wellcome / EPSRC Centre for Interventional and Surgical Sciences

Engineering and Physical Sciences Research Council

UKRI Future Leaders Fellowship

Royal Academy of Engineering Chair in Emerging Technologies Scheme

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Control and Optimization,Computer Science Applications,Computer Vision and Pattern Recognition,Mechanical Engineering,Human-Computer Interaction,Biomedical Engineering,Control and Systems Engineering

Reference39 articles.

1. Object-oriented curriculum generation for reinforcement learning;silva;Proc 17th Int Conf Auton Agents MultiAgent Syst ser AAMAS ’18 Richland SC Int Found Auton Agents Multiagent Syst,0

2. Graph-Based Domain Mapping for Transfer Learning in General Games

3. Automated Pick-Up of Suturing Needles for Robotic Surgical Assistance

4. Transfer learning for reinforcement learning domains: A survey;taylor;J Mach Learn Res,2009

5. Accelerating Surgical Robotics Research: A Review of 10 Years With the da Vinci Research Kit

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