DiffCPS: Diffusion Model based Constrained Policy Search for Offline Reinforcement Learning

Longxiang He, Li Shen, Linrui Zhang +2

Constrained policy search (CPS) is a fundamental problem in offline reinforcement learning, which is generally solved by advantage weighted regression (AWR). However, previous meth…