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RPegoud/README.md

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Hi 👋, I'm Ryan

  • 🔭 I’m currently working as Part-Time Professor in NLP @EPF Engineering School

  • 🌱 Ongoing projects:

    • Independent research on optimal prioritization of replay buffers (DQN, SAC), reference: Large Batch Experience Replay, Lahire et al. ICML 2022
    • Contributing to the Syllabus library by implementing Curriculum Learning algorithms (e.g. Self-Play variants)
    • Neat Jax: A Jax implementation of the Neat algorithm (NeuroEvolution of Augmenting Topologies), Efficient Evolution of Neural Network Topologies, Stanley et al., 2002

  • 📝 Find my articles on my personal blog and Towards Data Science

  • 📫 Reach me here: ryan.pegoud@epfedu.fr

  • 📄 Learn more about my experiences on my portfolio

Latest Blogs Posts

🤝 Connect with me

ryan pégoud @ryanpegoud

🕹️ Languages and Tools

🚀 Current Projects

JAX Jym Neat JAX JAX Lab Temporal Difference Learning

All Repositories

📊 Stats

Pinned

  1. jym jym Public

    JAX implementation of RL algorithms and vectorized environments

    Jupyter Notebook 29 1

  2. neat-jax neat-jax Public

    JAX implementation of NeuroEvolution of Augmenting Topologies (Neat)

    Jupyter Notebook 1

  3. jab jab Public

    A collection of foundational Deep Learning models implemented in JAX

    Jupyter Notebook 7

  4. Temporal-Difference-learning Temporal-Difference-learning Public

    Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science

    Jupyter Notebook 3

  5. PyTorch_traffic_sign_detection PyTorch_traffic_sign_detection Public

    Traffic sign image classification on the GTSRB dataset using PyTorch

    Jupyter Notebook

  6. nlp_courses nlp_courses Public

    An open-source repository containing my NLP class' content

    Jupyter Notebook 2 8