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Preprint Sep 2026

Real2Gym: Building Gyms from Videos, Bringing Skills to Robots

Real-world videos provide rich demonstrations of manipulation, but turning them into reusable robot skills requires visually aligned environments, executable physical interactions, and mechanisms for learning from experience. We introduce Real2Gym, an agentic Real2Sim2Real framework that turns human and robot demonstra...

Ke-Rui Ren, Ying Xu, Kai-Wen Song et al. · 1 citation

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