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@RLE-Foundation

Reinforcement Learning Evolution Foundation

We advance RL. RL advances everything.
README.md

The ​​Reinforcement Learning Evolution Foundation is a 501(c)(3) nonprofit organization dedicated to a bold vision: ​​evolving reinforcement learning (RL) while using RL to drive progress across all fields of science, industry, and society.​

Unlike traditional foundations that focus on standardization and stability, ​​we embrace experimentation, radical innovation, and real-world impact.​​ We believe RL's true potential lies not in rigid frameworks, but in ​​breaking boundaries​​—whether in robotics, finance, or beyond.

Explore more details on our website.

Annual Topic of 2025: Embodied Reinforcement Intelligence

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  1. rllte rllte Public

    Long-Term Evolution Project of Reinforcement Learning

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  2. RLeXplore RLeXplore Public

    RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven explora…

    Jupyter Notebook 467 20

  3. Plasticine Plasticine Public

    Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.

    Python 26 3

  4. rllte-copilot rllte-copilot Public

    Large language model (LLM)-empowered copilot for RL.

    Python 5 2

  5. LS-Imagine LS-Imagine Public

    [ICLR 2025 Oral] PyTorch code for the paper "Open-World Reinforcement Learning over Long Short-Term Imagination"

    Python 4

  6. ERIC ERIC Public

    Embodied Reinforcement IntelligenCe (ERIC) Framework.

    Python 3

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