VepAgent Uses Tool-Augmented RL for Video Event Prediction
October 4, 2026
VepAgent addresses failures in video event prediction by using tool-augmented reinforcement learning to model causal transitions. It utilizes the futurebench-4K dataset to improve reasoning from observed states to future events.
HOW THIS AFFECTS YOU
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researcherYou can move beyond retrospective summarization toward predictive causal modeling in video understanding.