CoDrift: Compositional Drifting for Offline Reinforcement Learning

Xiewei Ni, Ruofeng Mei, Xiangyu Xu

Offline reinforcement learning is intrinsically multi-objective: a policy must remain compatible with the behavioral support of a fixed dataset while preferentially selecting high-…