Residual Policy Gradient: A Reward View of KL-regularized Objective

Pengcheng Wang, Xinghao Zhu, Yuxin Chen +3

Reinforcement Learning and Imitation Learning have achieved widespread success in many domains but remain constrained during real-world deployment. One of the main issues is the ad…