Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization

Lucas N. Alegre, Ana L. C. Bazzan, Diederik M. Roijers +2

Multi-objective reinforcement learning (MORL) algorithms tackle sequential decision problems where agents may have different preferences over (possibly conflicting) reward function…