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Juyi Sheng

1 accepted papers

2026

MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation

AAAI 2026technical

In robot manipulation, robot learning has become a prevailing approach. However, generative models within this field face a fundamental trade-off between the slow, iterative sampling of diffusion models and the architectural constraints of faster Flow-based methods, which often rely on explicit cons

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