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Reinforcement Learning Evolution Foundation

We advance RL. RL advances everything.

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

Popular repositories Loading

  1. rllte rllte Public

    Long-Term Evolution Project of Reinforcement Learning

    Python 475 90

  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 459 23

  3. Plasticine Plasticine Public

    Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.

    Python 35 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 5

  6. rllte-hub rllte-hub Public

    Large-Scale and Comprehensive Data Hub for Reinforcement Learning

    Python 2 2

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