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@real-stanford

Robotics & Embodied Artificial Intelligence Lab (REAL)

We develop algorithms that enable intelligent systems to learn from their interactions with the physical world to execute complex tasks and assist people

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  1. UMI-FT UMI-FT Public

    In-the-Wild Compliant Manipulation with UMI-FT

    Python 112 13

  2. dice-rl dice-rl Public

    From Prior to Pro: Efficient Skill Mastery via Distribution Contractive RL Finetuning

    Python 95 13

  3. iPhUMI iPhUMI Public

    iPhUMI is a handheld data collection interface for training visuomotor robot manipulation policies and a hardware interface for behavior prompting.

    Python 86 11

  4. behavior_prompting behavior_prompting Public

    What Enables In-Context Behavior Prompting for Manipulation?

    Python 140 10

  5. gated-memory-policy gated-memory-policy Public

    Gated Memory Policy: In-context Memorization and Adaptation [CoRL 2026]

    Python 66 4

  6. modpack modpack Public

    ModPack: An Extensible Teleoperation Interface for Bimanual Mobile Manipulation

    Python 14 1

Repositories

Showing 10 of 50 repositories
  • behavior_prompting Public

    What Enables In-Context Behavior Prompting for Manipulation?

    real-stanford/behavior_prompting's past year of commit activity
    Python 140 MIT 10 0 0 Updated Oct 25, 2026
  • reflect Public

    [CoRL 2023] REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

    real-stanford/reflect's past year of commit activity
    Jupyter Notebook 113 MIT 11 0 0 Updated Oct 8, 2026
  • real-env Public

    Shared codebase for real-world robot deployment

    real-stanford/real-env's past year of commit activity
    Python 14 4 0 0 Updated Oct 7, 2026
  • iPhUMI Public

    iPhUMI is a handheld data collection interface for training visuomotor robot manipulation policies and a hardware interface for behavior prompting.

    real-stanford/iPhUMI's past year of commit activity
    Python 86 MIT 11 0 0 Updated Oct 7, 2026
  • arx5-sdk Public

    C++ and Python controller for ARX5 robot arm developed by @yihuai-gao (@real-stanford)

    real-stanford/arx5-sdk's past year of commit activity
    C++ 177 MIT 34 0 1 Updated Oct 3, 2026
  • modpack Public

    ModPack: An Extensible Teleoperation Interface for Bimanual Mobile Manipulation

    real-stanford/modpack's past year of commit activity
    Python 14 MIT 1 0 0 Updated Sep 9, 2026
  • UMI-FT Public

    In-the-Wild Compliant Manipulation with UMI-FT

    real-stanford/UMI-FT's past year of commit activity
    Python 112 MIT 13 4 0 Updated Aug 10, 2026
  • gated-memory-policy Public

    Gated Memory Policy: In-context Memorization and Adaptation [CoRL 2026]

    real-stanford/gated-memory-policy's past year of commit activity
    Python 66 MIT 4 0 0 Updated Aug 9, 2026
  • dice-rl Public

    From Prior to Pro: Efficient Skill Mastery via Distribution Contractive RL Finetuning

    real-stanford/dice-rl's past year of commit activity
    Python 95 MIT 13 0 0 Updated Aug 4, 2026
  • transformer-transformer Public

    Transformer Transformer: A Unified Model for Motion-Conditioned Robot Co-design

    real-stanford/transformer-transformer's past year of commit activity
    Python 203 19 0 0 Updated Jul 30, 2026

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