Lipschitz-Regularized Critics Lead to Policy Robustness Against Transition Dynamics Uncertainty

Xulin Chen, Ruipeng Liu, Zhenyu Gan +1

Uncertainties in transition dynamics pose a critical challenge in reinforcement learning (RL), often resulting in performance degradation of trained policies when deployed on hardw…