mimoralea

gdrl

Grokking Deep Reinforcement Learning

applied-reinforcement-learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

gym-walk

Random walk OpenAI Gym environment.

gfootball-rllib-intro

gym-aima

baby-a3c

A high-performance Atari A3C agent in 180 lines of PyTorch

cocoapi

COCO API - Dataset @ http://cocodataset.org/

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-bandits

Bandits Environments for the OpenAI Gym

gym-gridworlds

Gridworld environments for OpenAI gym.

pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

spinningup

An educational resource to help anyone learn deep reinforcement learning.

tianshou

An elegant PyTorch deep reinforcement learning library.

cs4641B-summer2020

cule

CuLE: A CUDA port of the Atari Learning Environment (ALE)

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

diayn

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

gym-soccer

gym-soccer-littman94

JaxMARL

Multi-Agent Reinforcement Learning with JAX

large-scale-curiosity

mimoralea.github.io

Personal site

PECAN

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

rlkit

Collection of reinforcement learning algorithms

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

SuperSuit

Easy-to-use micro-wrappers for Gym and PettingZoo based RL Environments