PhysAgent: Reflective Agentic Framework for Physically Plausible Video Generation
PhysAgent is a reflective agentic framework designed to improve physics-grounded video generation by iteratively generating, simulating, verifying, and repairing physical programs. It introduces a set of physics-control APIs to enable more stable and complex motion behaviors. Experiments indicate that PhysAgent produces more physically plausible videos and achieves better prompt alignment compared to prior approaches.
Why it matters: This work advances the reliability and complexity of physics-based video synthesis, addressing the challenge of accurately translating user intent into physically plausible video outputs.
Full story at: arXiv Computer Vision ↗