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Hi 👋, I'm Ryan

Invetered Gradient Descender, Reinforcement Learning Enthusiast

  • 🔭 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
    • 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: [email protected]

  • 📄 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

Ryan Pégoud's Projects

flashbax icon flashbax

⚡ Flashbax: Accelerated Replay Buffers in JAX

healthbar icon healthbar

Nutrition Web App using Flutter and Firebase

imdb_api icon imdb_api

Streamlit web application using the imDb API to provide movie ratings

jab icon jab

A collection of foundational Deep Learning models implemented in JAX

jax-rl icon jax-rl

JAX implementations of various deep reinforcement learning algorithms.

jym icon jym

JAX implementation of RL algorithms and vectorized environments

neat-jax icon neat-jax

JAX implementation of NeuroEvolution of Augmenting Topologies (Neat)

nlp_courses icon nlp_courses

An open-source repository containing my NLP class' content

purejaxrl icon purejaxrl

Really Fast End-to-End Jax RL Implementations

rpegoud icon rpegoud

Config files for my GitHub profile.

rpegoud.github.io icon rpegoud.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

syllabus icon syllabus

Synchronized Curriculum Learning for RL Agents

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