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The Top 42 Rl Open Source Projects
Categories
>
Machine Learning
>
Rl
Dopamine
⭐
9,377
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Amazon Sagemaker Examples
⭐
5,366
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Elf
⭐
3,160
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
Tianshou
⭐
2,819
An elegant PyTorch deep reinforcement learning platform.
Alphazero_gomoku
⭐
2,372
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Coach
⭐
1,956
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Muzero General
⭐
1,232
MuZero
Noreward Rl
⭐
1,189
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Rl Baselines Zoo
⭐
848
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Seed_rl
⭐
579
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Rosettastone
⭐
514
Hearthstone simulator using C++ with some reinforcement learning
Mushroom Rl
⭐
450
Python library for Reinforcement Learning.
Awesome Monte Carlo Tree Search Papers
⭐
390
A curated list of Monte Carlo tree search papers with implementations.
Spriteworld
⭐
341
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Irl Imitation
⭐
337
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Rad
⭐
278
RAD: Reinforcement Learning with Augmented Data
Drq
⭐
277
DrQ: Data regularized Q
Opennars
⭐
272
OpenNARS for Research 3.0+
Matterport3dsimulator
⭐
264
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
Gym Gazebo2
⭐
264
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Learning To Communicate Pytorch
⭐
238
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Pytorch Drl
⭐
237
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Gymfc
⭐
220
A universal flight control tuning framework
Rl Tutorial Jnrr19
⭐
210
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Rl_trading
⭐
209
An environment to high-frequency trading agents under reinforcement learning
Rl Baselines3 Zoo
⭐
191
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Atari
⭐
177
AI research environment for the Atari 2600 games 🤖.
Real Time Ml Project
⭐
153
A curated list of applied machine learning and data science notebooks and libraries across different industries.
T 1000
⭐
148
⚡️ ⚡️ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐
Cherry
⭐
144
A PyTorch Library for Reinforcement Learning Research
Reinforcement_learning
⭐
133
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
Arel
⭐
126
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Pytorch Rl
⭐
124
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Ros2learn
⭐
120
ROS 2 enabled Machine Learning algorithms
Stable Baselines
⭐
118
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Aws Robomaker Sample Application Deepracer
⭐
105
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
Exploration By Disagreement
⭐
100
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
Ai Paper Drawer
⭐
87
人工智能论文关键点集结。This project aims to collect key points of AI papers.
Rlenv.directory
⭐
79
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Trading Gym
⭐
71
A Trading environment base on Gym
Nlg Rl
⭐
60
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Dqn Flappybird
⭐
38
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
1-42 of 42 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210