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218 search results found

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Coach ⭐ 2,304

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Rlcard ⭐ 2,260

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Rl Baselines Zoo ⭐ 1,025

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

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Scalable, event-driven, deep-learning-friendly backtesting library

Rl Book ⭐ 794

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

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Spot_mini_mini ⭐ 740

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Gym Gazebo ⭐ 673

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Pytorch Blender ⭐ 510

💦 Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

Gym Starcraft ⭐ 505

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Neuron_poker ⭐ 457

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

A collection of multi agent environments based on OpenAI gym.

Ns3 Gym ⭐ 427

ns3-gym - The Playground for Reinforcement Learning in Networking Research

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Awesome Isaac Gym ⭐ 377

A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

Pytorch Rl ⭐ 356

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

Gym Mtsim ⭐ 327

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Gym Electric Motor ⭐ 250

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

A universal flight control tuning framework

Stable Baselines ⭐ 221

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

Gym Ignition ⭐ 204

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

Drl_grasping ⭐ 196

Deep Reinforcement Learning for Robotic Grasping from Octrees

Simglucose ⭐ 191

A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Neuroflight ⭐ 182

Next Generation Flight Controller Firmware

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Dmc2gym ⭐ 164

OpenAI Gym wrapper for the DeepMind Control Suite

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Reinforcement_learning ⭐ 149

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

An OpenAi Gym environment for the Job Shop Scheduling problem.

Overcoming Exploration From Demos ⭐ 117

Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Cartpole ⭐ 111

OpenAI's cartpole env solver.

Openmodelica Microgrid Gym ⭐ 103

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Openaigym.jl ⭐ 103

OpenAI's Gym binding for Julia

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Ctc Executioner ⭐ 97

Master Thesis: Limit order placement with Reinforcement Learning

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Ddpg_biped ⭐ 88

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Rl Examples ⭐ 88

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Openaigym ⭐ 86

Solving OpenAI Gym problems.

openai/gym's popular toolkit for developing and comparing reinforcement learning algorithms port to C#.

Combining deep learning and reinforcement learning.

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

2048 Gym ⭐ 81

This projects aims to use reinforcement learning algorithms to play the game 2048.

Banana Gym ⭐ 80

A simple stochastic OpenAI environment for training RL agents

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Gail_gym ⭐ 75

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

Reinforcement Learning implementations and research prototyping in TensorFlow

Cs234 Reinforcement Learning Winter 2019 ⭐ 73

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Distributed_rl ⭐ 66

Pytorch implementation of distributed deep reinforcement learning

A platform to test reinforcement learning policies in the datacenter setting.

Techcircle_openai_handson ⭐ 59

Tech-Circle OpenAI Handson Repository

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Open-source library for a reinforcement learning research.

Convert DeepMind Control Suite to OpenAI gym environments.

Vizdoomgym ⭐ 50

OpenAI Gym wrapper for ViZDoom enviroments

Carla Rl ⭐ 50

Reinforcement Learning Agents Trained in the CARLA Simulator

OpenAI's Gym written in pure Rust for blazingly fast performance

Tf A3c Gpu ⭐ 48

Tensorflow implementation of A3C algorithm

Min Decision Transformer ⭐ 47

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

Td3 Pytorch Bipedalwalker V2 ⭐ 47

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

A library for reinforcement learning research

Async Deeprl ⭐ 44

Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning

Yawning Titan ⭐ 43

YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for autonomous cyber operations.

PyTorch implementation of Proximal Policy Optimization

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Practical Rl ⭐ 39

Reinforcement learning in Julia. Solving OpenAI gym.

Gym Hybrid ⭐ 36

Collection of OpenAI parametrized action-space environments.

Gym Vrep ⭐ 36

Open-AI Gym extension for robotics based on V-REP

Gym Gridworlds ⭐ 33

Gridworld environments for OpenAI gym.

Reinforcement Learning ⭐ 33

Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch

Ddqn With Pytorch For Openai Gym ⭐ 32

Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.

Deep Q Networks ⭐ 32

Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym

Deep Rl Docker ⭐ 32

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Optical Rl Gym ⭐ 31

Set of reinforcement learning environments for optical networks

Reinforcement Learning Sumo ⭐ 30

Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework

Deep Q Atari ⭐ 29

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

Deterministic Gail Pytorch ⭐ 29

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

Rl Deepqlearning Trading ⭐ 29

An RL model that uses double deep Q learning to generate an optimal policy of stock market trades

A3c Super Mario Pytorch ⭐ 28

Reinforcement Learning for Super Mario Bros using A3C on GPU

Atc Reinforcement Learning ⭐ 27

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

Godot_gym_api ⭐ 27

Godot Gym API is an Open Source framework for using Godot3 game engine as 3d-environment for training reinforcement learning agents implemented in Python on any data, including images and point clouds.

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

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