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followers: 11.0 following: 5.0 repos: 19.0 gists: 36.0

Name: Ryan Pégoud

Type: User

Company: EPF Engineering School

Bio: Part-time NLP Professor at EPF Engineering School, Regular writer on Towards Data Science

Location: Montpellier, France

Blog: https://ryanpegoud.netlify.app

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, reference: Large Batch Experience Replay, Lahire et al. ICML 2022.
- Contributing to Syllabus by implementing Curriculum Learning algorithms (e.g. Self-Play variants).
- Contributing to Stoix by implenting DQN variants in JAX.
📝 I regularly write about Reinforcement Learning and other ML topics on Towards Data Science
📫 Reach me here: [email protected]
📄 Learn more about my experiences on my portfolio
🤝 Connect with me on LinkedIn

Latest Blogs Posts

🕹️ Languages and Tools

Ryan Pégoud's Projects

flashbax

⚡ Flashbax: Accelerated Replay Buffers in JAX

healthbar

Nutrition Web App using Flutter and Firebase

jab

A collection of foundational Deep Learning models implemented in JAX

jym

JAX implementation of RL algorithms and vectorized environments

machinelearningblog

Personal Blog geared towards Reinforcement Learning and other ML topics !

ml5-react-test

neat-jax

JAX implementation of NeuroEvolution of Augmenting Topologies (Neat)

nlp_courses

An open-source repository containing my NLP class' content

poc-to-prod-capstone

prioritised_dqn_flashbax

prioritized_sampling_and_gradient_steps

purejaxrl

Really Fast End-to-End Jax RL Implementations

pytorch_notebooks

pytorch_traffic_sign_detection

Traffic sign image classification on the GTSRB dataset using PyTorch

rpegoud

Config files for my GitHub profile.

stoix

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

syllabus

Synchronized Curriculum Learning for RL Agents

temporal-difference-learning

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

theme-academic-cv

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