Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation

Asim Osman, Sasha Abramowitz, Mark Bergh +13

Contrastive reinforcement learning (CRL) learns goal-conditioned Q-values through a contrastive objective over state-action and goal representations, removing the need for hand-cra…