A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

✭ 145

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Drqn Tensorflow

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

✭ 127

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Stable Baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

✭ 115

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Wger

Self hosted FLOSS fitness/workout, nutrition and weight tracker written with Django

✭ 1,372

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Pytorch sac ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

✭ 94

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Torchrl

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

✭ 90

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Stable Baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

✭ 1,263

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Lf2gym

An OpenAI-gym-like environment for Little Fighter 2

✭ 79

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Rlenv.directory

Explore and find reinforcement learning environments in a list of 150+ open source environments.

✭ 79

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Dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

✭ 75

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Muzero General

MuZero

✭ 1,187

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Trading Gym

A Trading environment base on Gym

✭ 71

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Super Mario Neat

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.

✭ 64

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Deterministic Gail Pytorch

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

✭ 44

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Reactgym

Workout-Tracking app built in ES6 using react, flux and ImmutableJS

✭ 36

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Drlkit

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

✭ 29

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Rl algos

Reinforcement Learning Algorithms

✭ 14

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Rl Baselines Zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

✭ 839

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Paac.pytorch

Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862

✭ 22

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Super Mario Bros A3c Pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

✭ 775

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Super Mario Bros Ppo Pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

✭ 649

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Deepdrive

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

✭ 628

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Rl Book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

✭ 464

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Robotics Rl Srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

✭ 453

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Deep Rl Keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

✭ 395

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Pytorch Rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

✭ 394

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Pytorch A3c

Simple A3C implementation with pytorch + multiprocessing

✭ 364

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Airgesture

Play games without touching keyboard

✭ 361

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Genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

✭ 356

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Rl algorithms

Structural implementation of RL key algorithms

✭ 352

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Cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

✭ 349

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Deep Learning Wizard

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

✭ 343

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Laravel Gymie

👨‍💻 Gym & Club Management System https://gymie.in

✭ 285

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Drq

DrQ: Data regularized Q

✭ 268

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Gym Gazebo2

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

✭ 257

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SARNet

Code repository for SARNet: Learning Multi-Agent Communication through Structured Attentive Reasoning (NeurIPS 2020)

✭ 14

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learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

✭ 227

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reinforce

Reinforcement learning in haskell

✭ 41

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mgym

A collection of multi-agent reinforcement learning OpenAI gym environments

✭ 41

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wolpertinger ddpg

Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.

✭ 44

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squadgym

Environment that can be used to evaluate reasoning capabilities of artificial agents

✭ 27

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rSoccer

🎳 Environments for Reinforcement Learning

✭ 26

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gym-management

Gym Management System provides an easy to use interface for the users and a database for the admin to maintain the records of gym members.

✭ 27

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safe-grid-agents

Training (hopefully) safe agents in gridworlds

✭ 25

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proto

Proto-RL: Reinforcement Learning with Prototypical Representations

✭ 67

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Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

✭ 54

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gym-battlesnake

Multi-agent reinforcement learning environment

✭ 29

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es pytorch

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

✭ 20

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flutter

Flutter fitness/workout app for wger

✭ 106

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gym-cryptotrading

OpenAI Gym Environment API based Bitcoin trading environment

✭ 111

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1-60 of 74 gym projects

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