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RynnUnify: A Unified Embodied Model for Planning and Robot Control

Researchers have introduced RynnUnify, a 16-billion parameter unified embodied model designed to integrate visual planning, physical reasoning, and robot control. This Mixture-of-Transformers architecture builds upon Cosmos3 and demonstrates state-of-the-art performance on long-horizon embodied tasks. RynnUnify connects scene understanding with predictions of how the physical world evolves, enabling interleaved visual planning and agentic reasoning. Its World-Action Model extension translates these predictive capabilities into robot control, achieving significant success on manipulation tasks. AI

IMPACT Establishes a new foundation for embodied understanding and robot control, potentially accelerating advancements in autonomous systems.

RANK_REASON The item describes a new research paper detailing a novel AI model architecture and its performance on specific benchmarks. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Hugging Face Daily Papers →

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RynnUnify: A Unified Embodied Model for Planning and Robot Control

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The item describes a new research paper detailing a novel AI model architecture and its performance on specific benchmarks. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. Hugging Face Daily Papers TIER_1 (CY) ·

    RynnUnify: Towards Unified Embodied Brain

    RynnUnify is a 16B unified embodied model that integrates visual planning, physical reasoning, and robot control, achieving state-of-the-art results on long-horizon embodied tasks.