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Achievement: StarstruckAchievement: Pull Sharkx2Achievement: YOLO

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roger-creus/README.md

Hi 👋, I'm Roger!

PhD Student in AI at Université de Montréal and Mila Quebec AI Institute

Supervised by Professors Pablo Samuel Castro and Glen Berseth

  • 🔬 Researching general autonomous agents with Reinforcement Learning and Foundation Models.
  • 💻 I love building RL infrastructure — I'm a core contributor to CleanRL and RLLTE, and have developed frameworks like RLeXplore and others accompanying my papers.
  • 📂 Check out my pinned repositories for open-source projects and research code!
  • 🌐 Personal webpage • 📫 roger[dot]creus[dash]castanyer[at]mila[dot]quebec

Coding

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  1. vwxyzjn/cleanrl vwxyzjn/cleanrl Public

    High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

    Python 9.1k 988

  2. stable-deep-rl-at-scale stable-deep-rl-at-scale Public

    Code for the paper "Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning". Great performance in many environments!

    Python 35 2

  3. RLE-Foundation/RLeXplore RLE-Foundation/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 458 22

  4. RLE-Foundation/rllte RLE-Foundation/rllte Public

    Long-Term Evolution Project of Reinforcement Learning

    Python 477 90

  5. blokus-ai blokus-ai Public

    Implementation of the Blokus board game as a Gymnasium environment for training RL agents

    Python 10 2

  6. ale-nl ale-nl Public

    A framework for evaluating LLMs in Atari games

    Python 15 2