The Distributional Reward Critic Framework for Reinforcement Learning Under Perturbed Rewards

Xi Chen, Zhihui Zhu, Andrew Perrault

The reward signal plays a central role in defining the desired behaviors of agents in reinforcement learning (RL). Rewards collected from realistic environments could be perturbed,…