Action Robust Reinforcement Learning via Optimal Adversary Aware Policy Optimization

Buqing Nie, Yangqing Fu, Jingtian Ji +1

Reinforcement Learning (RL) has achieved remarkable success in sequential decision tasks. However, recent studies have revealed the vulnerability of RL policies to different pertur…