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Welcome! ๐Ÿ‘‹

๐Ÿ‘จโ€๐Ÿ’ป I'm Jacob Pettit, and I work on reinforcement learning research. My GitHub account houses my personal projects.

I also blog at Welcome to My Brain and at The Merge.

Right now I'm excited about:

  • ๐Ÿค– Multiagent RL. Both collaborative and competitive.
  • ๐Ÿ’ช Robust RL. Can we make RL handle changes in its environment, such as noise in observations and in environment dynamics?
  • ๐Ÿงฌ Sequence optimization. Think DNA/RNA/amino acid optimization and mathematical expression optimization.
  • ๐Ÿ’‰ mRNA vaccines (and the COVID vaccine)!

I'm currently exploring:

  • ๐Ÿ”ฌ ML for bio

I'm learning about:

  • ๐Ÿ”ฌ Biology - Protein folding, mRNA, and the COVID vaccine! DeepMind's AlphaFold release and the exciting science of the COVID vaccine inspired me to learn more about them.
  • ๐Ÿ’ป JavaScript, JAX in Python, and SWE best practices.

How to contact me:

Jacobs's github stats

gym's People

Contributors

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