ISEP: Implicit Support Expansion for Offline Reinforcement Learning via Stochastic Policy Optimization

Yifei Chen, Shaoqin Zhu, Xiaoqiang Ji

Offline reinforcement learning methods typically enforce strict constraints to ensure safety; yet this rigidity often prevents the discovery of optimal behaviors outside the immedi…