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CVPR、ECCV 2026 具身智能优秀论文!

Research Embodied AI

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TL;DR - A curated collection of 150 recent embodied-AI papers from major conferences, spanning vision-language-action models, robotic agents, world models, and reinforcement learning. It highlights emerging approaches for robot perception, planning, and adaptation in dynamic environments.

  • Thinker uses robot-specific multimodal datasets, video-plus-final-frame inputs, and two-stage training to improve egocentric temporal and spatial reasoning.
  • Thinker reportedly achieves state-of-the-art results on RoboVQA and EgoPlan-Bench2.
  • TMoW dynamically routes among world models at test time using multi-granularity environment prototypes.
  • TMoW supports zero-shot online prototype updates and few-shot distillation to adapt embodied agents without global retraining.

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CVPR、ECCV 2026 具身智能优秀论文!

WeChat: CVer 2026-08-11
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Providers: Hugging Face · N/A OpenAlex · N/A Publisher · N/A Semantic Scholar · N/A X · N/A Fetched 2026-09-12 14:27:21.801706 UTC

TL;DR - A curated collection of 150 recent embodied-AI papers from major conferences, spanning vision-language-action models, robotic agents, world models, and reinforcement learning. It highlights emerging approaches for robot perception, planning, and adaptation in dynamic environments.

  • Thinker uses robot-specific multimodal datasets, video-plus-final-frame inputs, and two-stage training to improve egocentric temporal and spatial reasoning.
  • Thinker reportedly achieves state-of-the-art results on RoboVQA and EgoPlan-Bench2.
  • TMoW dynamically routes among world models at test time using multi-granularity environment prototypes.
  • TMoW supports zero-shot online prototype updates and few-shot distillation to adapt embodied agents without global retraining.
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