Policy Regularization with Dataset Constraint for Offline Reinforcement Learning

2 code implementations • 11 Jun 2023 • Yuhang Ran, Yi-Chen Li, Fuxiang Zhang, Zongzhang Zhang, Yang Yu

A common taxonomy of existing offline RL works is policy regularization, which typically constrains the learned policy by distribution or support of the behavior policy.

Offline RL reinforcement-learning +1