Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning

Honghao Wei, Xiyue Peng, Arnob Ghosh +1

We propose WSAC (Weighted Safe Actor-Critic), a novel algorithm for Safe Offline Reinforcement Learning (RL) under functional approximation, which can robustly optimize policies to…