Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning

Jinzong Dong, Wei Huang, Jianshu Zhang +5

Offline reinforcement learning (RL), which optimizes policies using a previously collected static dataset, is an important branch of RL. A popular and promising approach is to regu…