SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning

This article introduces SAGE, a method for training AI agents to reason about long videos. It utilizes reinforcement learning, suggesting a focus on enabling agents to make decisions and learn from experience within a video context. The 'Any-Horizon' aspect implies the system is designed to handle videos of varying lengths, which is a key challenge in video understanding.

• •Focuses on long video reasoning.
• •Employs reinforcement learning for agent training.
• •Designed to handle videos of varying lengths (Any-Horizon).