Offline Reinforcement Learning with Soft Behavior Regularization

Haoran Xu, Xianyuan Zhan, Jianxiong Li +1

Most prior approaches to offline reinforcement learning (RL) utilize \textit{behavior regularization}, typically augmenting existing off-policy actor critic algorithms with a penal…