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147 search results found
Stable Baselines3
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7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Rl Stock
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2,419
📈 如何用深度强化学习自动炒股
Muzero General
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2,203
MuZero
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Rl Baselines Zoo
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1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Basic_reinforcement_learning
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978
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Gym Pybullet Drones
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931
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
Nle
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915
The NetHack Learning Environment
Awesome Rl Envs
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835
Slimevolleygym
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667
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
Sumo Rl
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545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Robotics Rl Srl
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455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Rl Tutorial Jnrr19
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442
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Ns3 Gym
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427
ns3-gym - The Playground for Reinforcement Learning in Networking Research
Furniture
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418
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
Stable Baselines3 Contrib
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384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Genrl
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375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Drq
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369
DrQ: Data regularized Q
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Deep_rl_trader
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337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
Gym_torcs
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337
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Deep Rl
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270
Collection of Deep Reinforcement Learning algorithms
Skrl
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263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
Macad Gym
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224
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
Stable Baselines
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221
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Learning To Drive In 5 Minutes
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210
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
Autodrome
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204
Framework and OpenAI Gym Environment for Autonomous Vehicle Development
Gym Gazebo2
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193
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Tf_deep_rl_trader
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186
Trading Environment(OpenAI Gym) + PPO(TensorForce)
Atari
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185
AI research environment for the Atari 2600 games 🤖.
Morl Baselines
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185
Multi-Objective Reinforcement Learning algorithms implementations.
3book
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148
《Web安全之强化学习与GAN》
Firedup
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129
Clone of OpenAI's Spinning Up in PyTorch
Rl Colab Notebooks
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121
Colab notebooks part of the documentation of Stable Baselines reinforcement learning library
Lb Foraging
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116
Level-based Foraging (LBF): A multi-agent environment for RL
Deep Reinforcement Learning With Python
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107
Deep Reinforcement Learning with Python, Second Edition, published by Packt
Donkey_rl
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100
Reinforcement Learning Simulator for Donkey Car
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Safety Starter Agents
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86
Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
Banana Gym
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80
A simple stochastic OpenAI environment for training RL agents
Rlenv.directory
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77
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Rl Course Experiments
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73
Slitherin
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70
AI research environment for the game of Snake 🐍 .
Mario Rl Tutorial
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70
Reinforcement Learning Tutorial on Super Mario
Rlgc
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68
An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)
Pytorch Rl
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64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Airgym
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63
AirSim with openAI gym and keras-rl integration for autonomous copter RL
Pytorch.rl.learning
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61
for learning reinforcement learning using PyTorch.
Rl Generalization
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60
Modifiable OpenAI Gym environments for studying generalization in RL
Relaax
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58
Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications
Smarties
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58
Lightweight and scalable framework for Reinforcement Learning
Navigating_a_virtual_world_with_dynamic_programming
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57
This is the code for "Navigating a Virtual World Using Dynamic Programming" by Siraj Raval on Youtube
Bevy_rl
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57
Reinforcement Learning environments with Bevy
Humanrl_prior_games
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54
[ICML-18] Codes for the custom games we built to compare RL agents with humans
Trading Gym
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54
A Trading environment base on Gym
Driver Dojo
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51
A benchmark towards generalizable reinforcement learning for autonomous driving.
Rl Code Resources
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49
A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments
Gym Rs
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48
OpenAI's Gym written in pure Rust for blazingly fast performance
Agent57
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47
Qiita投稿用に作成したAgent57(強化学習)の実装コードです。
Super Mario Rl
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46
🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄
Offworld Gym
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45
OffWorld Gym: Open-Access Physical Robotics Environment for Real-World Reinforcement Learning Benchmark and Research
Gym_xplane_ml
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43
GYM Environment for XPlane. Reinforcement Learning and Autonomous Piloting.
Tabularl
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40
Rl Dialog
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37
Kusanagi
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35
Library for model based RL in robotics
Gym_pomdp
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35
Gym-like extensions for POMDP
Proto
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34
Proto-RL: Reinforcement Learning with Prototypical Representations
Docker Rl Gym
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34
A Docker environment for RL & OpenAI Gym
Deep Rl Docker
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32
Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.
Optical Rl Gym
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31
Set of reinforcement learning environments for optical networks
Modelrepo
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29
reproduce some RL or Multi-Agent models
Rl
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28
Safe Mbrl
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26
Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method
Fast Reinforcement Learning
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26
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
Modelicagym
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25
Modelica models integration with Open AI Gym
Project1 Boptest Gym
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25
Stadium
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23
A graphical inteface for reinforcement learning and gym-based environments. Integrates tensorboard and various configuration utilities for ease of usage.
Human Rl
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21
Code for human intervention reinforcement learning
Paiss_deeprl
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20
Rlengine
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19
A simple reinforcement learning simulation engine for OpenAI's gym.
Hierarchical Meta Reinforcement Learning
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19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Bombora
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19
My experimentations with Reinforcement Learning in Pytorch
Craves_control
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19
The control module of "CRAVES:Controlling Robotic Arm with a Vision-based, Economic System"
Mdp
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19
Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.
Abadia Gym
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19
A simple stochastic OpenAI environment for training RL agents
Learnrl
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18
A library to use and learn reinforcement learning algorithms
Tutorials And Papers
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17
Collection of tutorials, exercises and papers on RL
Carracingrl_ddqn
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16
Reinforcement Learning for Gym CarRacing-v0 game (Double Deep Q Network)
Shipai
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16
Ship simulafor in openai gym style
Gym Racecar
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16
This is a miniature race car gym-env for RL from states (and images)
Gym_longicontrol
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15
A new Reinforcement Learning Environment
Cartpole
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15
Run OpenAI Gym on a Server
Minecraft Deep Learning
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15
Deep reinforcement learning in Minecraft using gym-minecraft and keras-rl.
Codes For Rl Per
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15
A novel DDPG method with prioritized experience replay (IEEE SMC 2017)
Rl_trading
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14
Rl_algos
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14
Reinforcement Learning Algorithms
Rl Dbs
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13
Reinforcement learning for deep brain stimulation (DBS) modeling
Rl_pro_telu
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13
V2x Gym
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12
A vehicular network simulator (SUMO+ns-3) encapsulated behind Gym API (OpenAI-Gym), which allows users to evaluate RL-enhanced vehicular network. Furthermore, the V2X-Gym accepts XML-format files as input to configure complex vehicular network simulation environment.
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