Counterfactual Rollouts for Offline Contrastive Goal-Conditioned Reinforcement Learning

Tingrui Huang, Ai Bo, Junzhe Zhang

Contrastive reinforcement learning (CRL) learns goal-conditioned values by associating state--action pairs with the states subsequently reached, assuming that no unobserved variabl…