A Better Spur Should Start From Each Objective

Shanwen Mao, Hao Zhang, Guangtao nie +4

Real-world Multi-Objective Reinforcement Learning (MORL) often suffers from sparse rewards, reward conflicts, and late-stage reward tug-of-war, causing traditional linear scalariza…