State Advantage Weighting for Offline RL

Jiafei Lyu, Aicheng Gong, Le Wan +2

We present state advantage weighting for offline reinforcement learning (RL). In contrast to action advantage $A(s,a)$ that we commonly adopt in QSA learning, we leverage state adv…