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ProWorld: Multi-View World Model with Proprioceptive Feedback

1 reports1 reporting sourcesUpdated 6 days ago

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ProWorld is a world model that predicts multi-view video and robot state, enabling closed-loop policy evaluation. It uses proprioceptive feedback to improve policy success estimation. The model shows high correlation between generated and real success rates, supporting its use in policy evaluation frameworks. (2026-10-14).

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10/14
  1. arXiv Robotics — research abstracts
    ProWorld: Multi-View World Model with Proprioceptive Feedback for Closed-Loop Policy Evaluation

    ProWorld is a world model that jointly predicts multi-view video and robot state, enabling closed-loop policy evaluation. It incorporates proprioceptive feedback and failed-action outcomes to avoid overestimating policy success. The model achieves high correlation between generated and real success rates, supporting its use in policy evaluation frameworks.

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