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David Rother's Projects

cooking_zoo icon cooking_zoo

CookingZoo: a gym-cooking derivative to simulate a complex cooking environment

envcenter icon envcenter

System Management to streamline access to data sources and piping data to models

epymarl icon epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

evalpy icon evalpy

A lightweight framework for experiment logging and automatic visualization

gpl icon gpl

Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem.

gym-stag-hunt icon gym-stag-hunt

A custom OpenAI Gym environment that implements various Stag Hunt games for reinforcement learning experiments.

lb-foraging icon lb-foraging

Level-based Foraging (LBF): A multi-agent environment for RL

mlpf icon mlpf

Machine Learning oriented project framework

multi_harvest icon multi_harvest

A repository that implements a variant of the harvest game, where two (or more) sorts of crop exist

neuron_poker icon neuron_poker

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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