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108 search results found
Reinforcement Learning
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19,193
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Stable Baselines3
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7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Deep Reinforcement Learning Hands On
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2,527
Hands-on Deep Reinforcement Learning, published by Packt
Rl Stock
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2,419
📈 如何用深度强化学习自动炒股
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.
Bsuite
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1,410
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
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.
Hanabi Learning Environment
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597
hanabi_learning_environment is a research platform for Hanabi experiments.
Sumo Rl
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545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Awesome Deep Rl
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477
A curated list of awesome Deep Reinforcement Learning resources.
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
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Gym_torcs
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337
Deep_rl_trader
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337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
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
Gymfc
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242
A universal flight control tuning framework
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
Cherry
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187
A PyTorch Library for Reinforcement Learning Research
Tf_deep_rl_trader
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186
Trading Environment(OpenAI Gym) + PPO(TensorForce)
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
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
Banana Gym
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80
A simple stochastic OpenAI environment for training RL agents
Mapleai
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79
AI各领域学习资料整理。(A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.)
Rl
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75
Generic reinforcement learning codebase in TensorFlow
Rl Intro
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73
Slitherin
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70
AI research environment for the game of Snake 🐍 .
Rlgc
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68
An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)
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
Rl Plotter
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53
✨ A plotter for reinforcement learning (RL)
Awesome Deep Rl
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52
A curated list of awesome Deep Reinforcement Learning resources
Selenium Ai
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52
An open AI environment using selenium + docker for training automated web agents
Carla Rl
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50
Reinforcement Learning Agents Trained in the CARLA Simulator
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
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
Tabularl
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40
Reinforcement Learning
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39
Personal experiments on Reinforcement Learning
Practical Rl
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39
Reinforcement learning in Julia. Solving OpenAI gym.
Backpropthroughthevoidrl
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38
RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Baseline repo.
Gym_pomdp
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35
Gym-like extensions for POMDP
Rl Gallery
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34
A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.
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
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
Rl Surgical Gesture Segmentation
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25
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification (MICCAI 2018)
Torchingup
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25
TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement OpenAI’s SpinningUp repository, which contains similar algorithms implemented in Tensorflow.
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
Abadia Gym
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19
A simple stochastic OpenAI environment for training RL agents
Hierarchical Meta Reinforcement Learning
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19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Rlengine
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19
A simple reinforcement learning simulation engine for OpenAI's gym.
Mdp
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19
Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.
Reinforcement_learning
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17
Shipai
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16
Ship simulafor in openai gym style
Python Reinforcement Learning
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16
Rl 2018
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15
Reinforcement Learning at UCLA IPAM RIPS 2018
Google Football Pytorch
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15
It's the pytorch implementation of google research football.
Cartpole
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15
Run OpenAI Gym on a Server
Rl_trading
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14
Cs234_rl
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13
🐲 Stanford CS234 : Reinforcement Learning
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.
Expresslanes_deep Rl
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12
Griduniverse
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12
Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem
Gr Gym
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11
Dexterous Gym
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11
Challenging dexterous manipulation environments for RL that extend the hand manipulation environments introduced in OpenAI's Gym
Note On Deep Reinforcement Learning
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10
课程笔记,David Silver,CS294 ...
Pacmangym
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10
Open AI Gym version of Berkeley AI Pacman with images as states
Rl Botics
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10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Kerl
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9
KERL: reinforcement learning algorithms and tools implemented using Keras
Curiosity Robot
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9
Curiosity based exploration and playing in RL with Gym Robotics envs.
Drldbackend
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9
Deep Reinforcement Learning methods for an autonomous drone
Pycon2018 Rl_adventure
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8
Digideep
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8
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
Actor Critic Algs On Tensorflow
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8
Distributed RL implementations
Toybox Depricated
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8
This repository is deprecated. Please watch/star https://github.com/KDL-umass/Toybox.
Interconnect Routing Gym
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7
openai-gym style RL benchmark for interconnection network congestion control study
Markov Decision Processes
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7
Vismartcab
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6
Simple Q learning to demonstrate OpenAI taxi V2 implementation in C++
Matd3implementation
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6
Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics"
Self Play On Multi Snakes Environment
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6
Behaviorrl
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6
Gym_nethack
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6
OpenAI gym-like environment for NetHack experiments
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