This repository aggregates papers exploring how reinforcement learning methods improve video generation models, covering techniques like DPO, GRPO, and PPO. It serves as a research reference hub for tracking advances in RL-based training for generative video systems. An automated agent collects and updates the paper list daily to maintain currency.