Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting

Yining Lu, Zilong Wang, Shiyang Li +6

Prior work in multi-objective reinforcement learning typically uses linear reward scalarization with fixed weights, which provably fails to capture non-convex Pareto fronts and thu…