ORPG: Reconciling Multiple Reward Objectives through Objective-wise Policy Gradients

Shicheng Fang, Yiwen Zhao, Wenbo Tian +4

Multi-reward policy optimization requires a joint update that reflects both the learning signals and the intended relationships among objectives. We introduce Objective-wise Reconc…