Ruxi Sun

StructReward: Efficient Structured Process Rewards for Self-Correcting Multimodal Reasoning

This work introduces StructReward, a compute-efficient framework that provides dense reinforcement signals through structured step-level reward alignment and substantially reduces the computational overhead of multimodal reinforcement learning.