Matt D.'s starred repositories
rl-streetfighter
Single Player Street Fighter 3 environment with MAME Toolkit
MAMEToolkit
A Python toolkit used to train reinforcement learning algorithms against arcade games
Reinforcement-Learning-Notebooks
A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
spinningup-workshop
For educational materials related to the spinning up workshops.
generative.fm
A platform for playing generative music in the browser.
atari-model-zoo
A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
gym-ergojr
PyBullet simulator for the Poppy Ergo Jr robot
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
higgsfield
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters
rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
wavefunctioncollapse
Walk through an infinite, procedurally generated city
spinningup
An educational resource to help anyone learn deep reinforcement learning.
nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
SpectrogramVAE
TensorFlow implementation of a VAE for encoding spectrograms
transparent_latent_gan
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit