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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 Public

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

    Python 6.8k 739

  2. 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 391 17

  3. RLE-Foundation/rllte Public

    Long-Term Evolution Project of Reinforcement Learning

    Python 472 86

  4. blokus-ai Public

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

    Python 10 2

  5. 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 Public

    Python 7 3

471 contributions in the last year

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Activity overview

Contributed to roger-creus/xgenius, RLE-Foundation/RLeXplore, roger-creus/blokus-ai and 30 other repositories
Loading A graph representing roger-creus's contributions from April 14, 2024 to April 14, 2025. The contributions are 96% commits, 2% issues, 1% code review, 1% pull requests. 1% Code review 2% Issues 1% Pull requests 96% Commits

Contribution activity

April 2025

Created 1 commit in 1 repository

Created a pull request in vwxyzjn/cleanrl that received 2 comments

Adding Rainbow algorithm

Description Added the Rainbow algorithm from Rainbow: Combining Improvements in Deep Reinforcement Learning which achieves better performance in At…

+680 −0 lines changed 2 comments
36 contributions in private repositories Apr 3 – Apr 12
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