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Awesome GitHub RepositoriesHybrid Robotics Data Collection

Systems that unify data gathering from both physical robotic hardware and simulation environments into a single format.

Distinguishing note: None of the candidates cover the unification of real-world and simulated data into a single replay buffer.

Explore 1 awesome GitHub repository matching artificial intelligence & ml · Hybrid Robotics Data Collection. Refine with filters or upvote what's useful.

Awesome Hybrid Robotics Data Collection GitHub Repositories

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  • rlinf/rlinfAvatar von RLinf

    RLinf/RLinf

    2,502Auf GitHub ansehen↗

    RLinf is a distributed reinforcement learning orchestrator and embodied AI training framework. It provides the infrastructure to train vision-language-action models and robotic policies using a combination of reinforcement learning and supervised fine-tuning. The system is designed for scaling workloads across GPU clusters, managing the placement of actors, rollout workers, and environment components. It features a specialized robotics data collection pipeline for gathering teleoperated demonstrations and simulation trajectories into standardized replay buffers, alongside a hardware interface

    Gathers and stores interaction data from both real-world robots and simulators into a standardized replay buffer.

    Pythonagentic-aiembodied-aireinforcement-learning
    Auf GitHub ansehen↗2,502
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