Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones

Author:

Thananjeyan BrijenORCID,Balakrishna AshwinORCID,Nair SurajORCID,Luo Michael,Srinivasan KrishnanORCID,Hwang MinhoORCID,Gonzalez Joseph E.,Ibarz Julian,Finn ChelseaORCID,Goldberg KenORCID

Funder

AUTOLAB at UC Berkeley in affiliation with the Berkeley AI Research (BAIR) Lab

Real-Time Intelligent Secure Execution (RISE) Lab

Google Brain Robotics

Stanford AI Research Lab.

SAIL-Toyota Research initiative

Scalable Collaborative Human-Robot Learning (SCHooL) Project

NSF National Robotics Initiative

Google

Siemens

Amazon Robotics

Toyota Research Institute

Nvidia

NSF GRFPs

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

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