Alternating Reinforcement Learning with Contextual Rubric Rewards: Beyond the Scalarization Strategy

Guangchen Lan, Lian Xiong, Xin Zhou +7

Reinforcement Learning with Rubric Rewards (RLRR) is a framework that extends conventional reinforcement learning from human feedback (RLHF) and verifiable rewards (RLVR) by replac…