Wenhao Ding

Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation

2023 · arXiv (Cornell University)

Robustness has been extensively studied in reinforcement learning (RL) to handle various forms of uncertainty such as random perturbations, rare events, and malicious attacks. In this work, we consider one critical type of robustness against …