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roger-creus/README.md

Hi 👋, I'm Roger Creus

A Research student in AI

  • 🔭 Working on Deep Reinforcement Learning. Interested in Exploration, Representation Learning, LLM-guided agents, Intrinsic Motivation and World Models.

  • 👨‍💻 Personal webpage: https://roger-creus.github.io/

  • 📫 Reach out: creus99 [at] protonmail [dot] com


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 6k 675

  2. 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 373 16

  3. RLE-Foundation/rllte RLE-Foundation/rllte Public

    Long-Term Evolution Project of Reinforcement Learning

    Python 468 86

  4. blokus-ai blokus-ai Public

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

    Python 5 1

  5. Wave-Defense-Learning-Environment Wave-Defense-Learning-Environment Public

    A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.

    Python 14

  6. centralized-control-lux centralized-control-lux Public

    Python 6 2