A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective

Yunpeng Qing, Shunyu liu, Jingyuan Cong +3

Offline reinforcement learning endeavors to leverage offline datasets to craft effective agent policy without online interaction, which imposes proper conservative constraints with…