๐จโ๐ป 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.
- ๐ค Multiagent RL. Both collaborative and competitive.
- ๐ช Robust RL. Can we make RL handle changes in its environment, such as noise in observations and in environment dynamics?
- ๐งฌ Sequence optimization. Think DNA/RNA/amino acid optimization and mathematical expression optimization.
- ๐ mRNA vaccines (and the COVID vaccine)!
- ๐ฌ ML for bio
- ๐ฌ 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.
- ๐ป JavaScript, JAX in Python, and SWE best practices.