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Sam Earle's Projects

autoverse icon autoverse

Generative cellular automaton-like learning environments for RL.

beam-rl icon beam-rl

Using reinforcement learning to do beam-forming via group-testing.

form2doc icon form2doc

Converts sheets of foreign worker information into requests for entry.

fractaltracer icon fractaltracer

Didactic code for ray tracing 3D distance estimated (DE) fractals

go-explore-sim icon go-explore-sim

Code for Go-Explore: a New Approach for Hard-Exploration Problems

griddly icon griddly

A grid-world game engine for game AI research

gym-city icon gym-city

An interface with micropolis for city-building agents, packaged as an OpenAI gym environment

gym-civ icon gym-civ

An effort to wrap freeciv in SWIG/Cython, and use it as a learning environment for trainable agents.

lsh-qd icon lsh-qd

Evolutionary algorithms with Locality-Sensitive Hashing-based diversity measures.

neat-python icon neat-python

Python implementation of the NEAT neuroevolution algorithm

neural-mmo icon neural-mmo

Neural MMO - A Massively Multiagent Environment for Artificial Intelligence Research

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