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Shayne Miel (he/him)'s Projects

alda icon alda

A music programming language for musicians. :notes:

bcq icon bcq

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

breakout-batch icon breakout-batch

Everything you need to run the experiments described in the paper "Exploration in Online and Batch Q-Learning"

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

done-sns icon done-sns

A Linux utility for notifying users when a long-running process is done

embedor icon embedor

A package for creating word (and other) embeddings, using tensorflow

ffai icon ffai

The Fantasy Football AI framework

grayskull icon grayskull

Reinforcement learning agents trying to master the OpenAI universe

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

langcodes icon langcodes

A Python library for working with and comparing language codes.

learning2ski icon learning2ski

Code for the paper "Learning to Ski", in which I teach a computer how to play the Atari game Skiing.

mailme icon mailme

Command line utility that emails user the logs when a long-running process finishes

mono icon mono

Mono open source ECMA CLI, C# and .NET implementation.

mrnet icon mrnet

Trying to replicate/beat the results on https://stanfordmlgroup.github.io/competitions/mrnet/

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pip icon pip

The PyPA recommended tool for installing Python packages

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