Balancing Multiple Objectives in Urban Traffic Control with Reinforcement Learning from AI Feedback

Chenyang Zhao, Vinny Cahill, Ivana Dusparic

Reward design has been one of the central challenges for real world reinforcement learning (RL) deployment, especially in settings with multiple objectives. Preference-based RL off…