Do Better Goal Representations Improve Goal-Conditioned Reinforcement Learning?

Syed Nazmus Sakib, Abdul Monaf Chowdhury, Nafiul Haque +2

Goal-conditioned reinforcement learning (GCRL) relies heavily on how target goals are represented to the policy. While recent methods encode goals via temporal distance, occupancy,…