Video-R1 enhances video reasoning in multimodal large language models (MLLMs)Uses reinforcement learning with a reward model to improve reasoning capabilitiesIntroduces a video reasoning benchmark with complex tasksAchieves significant improvements on multiple video reasoning benchmarks