When Rewards Disagree: Reward Weighting for Token-Efficient Video Reasoning

Zinuo Li, Yongxin Guo, Jun Liu +7

Human perception interprets video dynamics by constructing structured mental representations of entities, actions, and temporal boundaries before engaging in high-level reasoning.…