Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs

Yunheng Li, Guohong Mu, Hao Li +4

Multimodal large language models (MLLMs) have become a prevailing paradigm for unified video perception. However, post-training on large multi-task datasets remains challenging, as…