Hindsight Preference Replay Improves Preference-Conditioned Multi-Objective Reinforcement Learning

Jonaid Shianifar, Michael Schukat, Karl Mason

Multi-objective reinforcement learning (MORL) enables agents to optimize vector-valued rewards while respecting user preferences. CAPQL, a preference-conditioned actor-critic metho…