Juan Antonio Rodriguez Aguilar

An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning

Multi-objective reinforcement learning (MORL) is an excellent framework for multi-objective sequential decision-making. MORL employs a utility function to aggregate multiple objectives into one that expresses a user's preferences. However, MORL still misses two crucial theoretical analyses of the pr…