PA2D-MORL: Pareto Ascent Directional Decomposition based Multi-Objective Reinforcement Learning

Tianmeng Hu, Biao Luo

Multi-objective reinforcement learning (MORL) provides an effective solution for decision-making problems involving conflicting objectives. However, achieving high-quality approxim…