MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning - Wang, Yueqian; Liu, Songxiang; Wang, Disong; Xu, Nuo; Wan, Guanglu; Zhang, Huishuai; Zhao, Dongyan (International Conference on Learning Representations, 2026)