Population-Free Pareto Tracking for Sample-Efficient Multi-Policy MORL

Zeyu Zhao, Yueling Che, Kaichen Liu +2

Multi-objective reinforcement learning (MORL) is a fundamental framework for real-world decision-making problems involving multiple conflicting criteria. Existing multi-policy (MP)…