Robust Reinforcement Learning: A Constrained Game-theoretic Approach

Jing Yu, Clement Gehring, Florian Schäfer, Animashree Anandkumar

Abstract: Deep reinforcement learning (RL) methods provide state-of-art performance in complex control tasks. However, it has been widely recognized that RL methods often fail to generalize due to unaccounte...