Less is More: Clustered Cross-Covariance Control for Offline RL

Nan Qiao, Sheng Yue, Shuning Wang +2

A fundamental challenge in offline reinforcement learning is distributional shift. Scarce data or datasets dominated by out-of-distribution (OOD) areas exacerbate this issue. Our t…