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Hi there 👋, I'm Kevin Esslinger! But you can call me Kev

Want to chat? Feel free to send me a message 📬, a follow 🐦, an invitation to connect 📥, or an email 📧! (Or all of the above 😁)

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Bio

  • 👨‍💻 I'm working as a Graduate Software Developer at Flow Traders in Amsterdam, The Netherlands.
  • 🎓 Master of Science in Computer Science from Northeastern University in the Khoury College of Computer Sciences in Boston, Massachusetts. Graduated December 2022. Co-advised by Chris Amato and Robert Platt, worked on using transformers to solve challenging, partially observable tasks with reinforcement learning
  • 🎓 Bachelor of Science in Computer Science and Mathematics with a minor in Data Science from Temple University in Philadelphia, Pennsylvania. Graduated Summa Cum Laude in May 2020
  • 🦅 Achieved the rank of Eagle Scout

My favourite technologies:

  • Programming languages: PythonJavaGo
  • Text editors: Visual Studio CodeEmacs
  • Machine learning lbiraries: PyTorchTensorFlowKerasNumPyPandas
  • Operating system: LinuxUbuntu

News

  • 📓 My first paper, Deep Transformer Q-Networks for Partially Observable Reinforcement Learning, was published to the Neurips 2022 Workshop on Foundation Models for Decision Making! It's publicly available here on arXiv. The code for the paper is available at my DTQN repo

More about me

  • 🚴‍♂️ Casual city biker
  • 🎮 Teamfight Tactics and Magic: the Gathering player
  • 🏀 76ers fans
  • 🏈 Ravens and Eagles fan
  • ☕ Latte art amateur
  • 📜 Check out my resume here

Kevin Esslinger's Projects

dtqn icon dtqn

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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