Min Cheng

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation

2023 · arXiv (Cornell University)

We study robust reinforcement learning (RL) with the goal of determining a well-performing policy that is robust against model mismatch between the training simulator and the testing environment. Previous policy-based robust RL algorithms mainly focus …