الباحثون

Suyu Ye

المنشورات 2

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Watch, Infer, Coordinate: Inferring Robot Partner Constraints for Zero-Shot Coordination

Suyu Ye, Zheyuan Zhang, Vaishnav Tadiparthi وآخرون · 2026

Robots operating in the physical world will increasingly need to coordinate with other robots, particularly in manipulation tasks where an object may be too large or heavy for a single robot to carry alone. Physical limitations caused by hardware degradation or actuator faults can restrict the actions a robot can relia …

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JEPA-TTT: Persistent Test-Time Training of Latent World Models for Planning under Dynamics Shifts

Zheyuan Zhang, Suyu Ye, Nakul Agarwal وآخرون · 2026

World models enable agents to plan by predicting future states of the environment, but their predictions can become unreliable when test-time dynamics differ from those seen during training. We present JEPA-TTT, which adapts the latent dynamics predictor of a pretrained action-conditioned Joint-Embedding Predictive Arc …

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