Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning

Willem Röpke, Mathieu Reymond, Patrick Mannion +3

An important challenge in multi-objective reinforcement learning is obtaining a Pareto front of policies to attain optimal performance under different preferences. We introduce Ite…