Projects:
PettingZoo (2020-2021)
Gym for Multi-Agent RL. 200+ Academic citations, 2000+ github stars.
Website
Publication
Code
Accelerating CAS-Offinder (2022)
Accelerating an open source genome fuzzy search tool.
Fast, Simple Rectangular Search (2022)
Using Rust to implement simple, extremely fast data structures and algorithms for rectangular intersection problems
Multi-Agent Arcade Learning Environment (2020)
A multi-agent extension to the Arcade Learning Environment
Publication
Code
Reward Surfaces (2021)
Visualizing the shape of the reinforcement learning objective.
Publication
Code
SuperSuit (2020)
General environment transformation wrappers for PettingZoo and Gym. (400+ github stars)
Code
Hybrid chess engine (2019)
A chess engine that attempts to combine the strengths of Lc0 and Stockfish, the two dominant chess engines, and succeeds in certain cases.
Code
Unsupervised Music Classification (2018)
Project exploring music and how to train a network to automatically group similar music together.
Code