MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance

Michael Luo, Ashwin Balakrishna, Brijen Thananjeyan +6

Safe exploration is critical for using reinforcement learning (RL) in risk-sensitive environments. Recent work learns risk measures which measure the probability of violating const…