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The Top 666 Python Dqn Open Source Projects

Baselines ⭐ 12,097
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
dependent packages 2total releases 6most recent commit 6 months agopypi baselines} Downloads
Tensorlayer ⭐ 6,978
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit a month agopypi tensorlayer} Downloads
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 5 days ago
Reinforcement Learning With Tensorflow ⭐ 5,721
Simple Reinforcement learning tutorials
most recent commit 2 years ago
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 5 months agopypi keras-rl} Downloads
Tianshou ⭐ 4,646
An elegant PyTorch deep reinforcement learning library.
dependent packages 3total releases 27most recent commit 3 days agopypi tianshou} Downloads
Tensorflow_practice ⭐ 4,063
tensorflow实战练习，包括强化学习、推荐系统、nlp等
most recent commit 2 years ago
Deep Reinforcement Learning Algorithms With Pytorch ⭐ 3,997
PyTorch implementations of deep reinforcement learning algorithms and environments
most recent commit 6 months ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Reagent ⭐ 3,188
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
total releases 2most recent commit 3 days ago
Tensorforce ⭐ 3,086
Tensorforce: a TensorFlow library for applied reinforcement learning
dependent packages 3total releases 12most recent commit 3 months agopypi tensorforce} Downloads
Reinforcement Learning ⭐ 2,923
Minimal and Clean Reinforcement Learning Examples
most recent commit 2 months ago
Deeprl ⭐ 2,734
Modularized Implementation of Deep RL Algorithms in PyTorch
most recent commit 10 days ago
Agents ⭐ 2,273
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
dependent packages 8total releases 32most recent commit 2 days agopypi tf-agents} Downloads
Dqn Tensorflow ⭐ 2,114
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
most recent commit 3 years ago
Elegantrl ⭐ 2,001
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
dependent packages 1total releases 3most recent commit 9 days agopypi elegantrl} Downloads
Deep Reinforcement Learning With Pytorch ⭐ 1,985
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit 3 months ago
Minimalrl ⭐ 1,944
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
most recent commit 9 months ago
Pytorchdocs ⭐ 1,743
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
most recent commit 3 months ago
Deep Rl Tensorflow ⭐ 1,505
TensorFlow implementation of Deep Reinforcement Learning papers
most recent commit 4 years ago
Magent ⭐ 1,439
A Platform for Many-agent Reinforcement Learning
most recent commit 2 months ago
Rainbow ⭐ 1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
most recent commit 4 months ago
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 20 days ago
Personae ⭐ 1,034
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
most recent commit 3 years ago
Gym Anytrading ⭐ 1,007
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
most recent commit 2 months ago
Chainerrl ⭐ 976
ChainerRL is a deep reinforcement learning library built on top of Chainer.
most recent commit 9 months ago
Deep Q Learning ⭐ 894
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
most recent commit 2 years ago
Cleanrl ⭐ 845
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC)
most recent commit 11 days ago
Pfrl ⭐ 797
PFRL: a PyTorch-based deep reinforcement learning library
most recent commit 2 months ago
Pysc2 Examples ⭐ 721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
most recent commit a year ago
Pytorch Rl ⭐ 703
Deep Reinforcement Learning with pytorch & visdom
most recent commit 4 years ago
Pytorch Project Template ⭐ 658
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
most recent commit 4 months ago
Mushroom Rl ⭐ 586
Python library for Reinforcement Learning.
dependent packages 3total releases 14most recent commit 3 days agopypi mushroom-rl} Downloads
Crypto Rl ⭐ 497
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
most recent commit 4 months ago
Aigames ⭐ 484
use AI to play some games.
most recent commit 3 months ago
Autonomous Learning Library ⭐ 465
A PyTorch library for building deep reinforcement learning agents.
total releases 13most recent commit 9 months ago
Rl_algorithms ⭐ 422
Structural implementation of RL key algorithms
most recent commit 5 months ago
Tf2rl ⭐ 408
TensorFlow2 Reinforcement Learning
total releases 23most recent commit 3 months ago
Reinforcement Learning Algorithms ⭐ 407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
most recent commit a year ago
Huskarl ⭐ 403
Deep Reinforcement Learning Framework + Algorithms
total releases 3most recent commit 2 years ago
Keras Flappybird ⭐ 392
Using Keras and Deep Q-Network to Play FlappyBird
most recent commit 3 years ago
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 months ago
Deep_rl ⭐ 372
PyTorch implementations of deep reinforcement learning algorithms
most recent commit 8 months ago
Pytorch Rl ⭐ 356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
total releases 2most recent commit 3 years ago
Tensorflow Tutorial Samples ⭐ 356
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
most recent commit a year ago
Rls ⭐ 330
Reinforcement Learning Algorithms Based on PyTorch
most recent commit 7 months ago
Openai_lab ⭐ 314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
most recent commit 4 years ago
Batch_rl ⭐ 290
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
most recent commit 8 months ago
Reinforcement Implementation ⭐ 283
Implementation of benchmark RL algorithms
most recent commit a year ago
Vel ⭐ 265
Velocity in deep-learning research
total releases 6most recent commit 2 years ago
Machine Learning Is All You Need ⭐ 253
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
most recent commit a month ago
Deep Rl Trading ⭐ 248
playing idealized trading games with deep reinforcement learning
most recent commit a year ago
Rlgraph ⭐ 241
RLgraph: Modular computation graphs for deep reinforcement learning
most recent commit 3 years ago
Reinforcement Learning Kr ⭐ 238
[파이썬과 케라스로 배우는 강화학습] 예제
most recent commit 2 years ago
Dqn_zoo ⭐ 235
DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
most recent commit 9 months ago
Pytorch Dqn ⭐ 228
Deep Q-Learning Network in pytorch (not actively maintained)
most recent commit 5 years ago
Xingtian ⭐ 227
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
most recent commit 2 months ago
Reinforcementzerotoall ⭐ 221
most recent commit 4 years ago
Rl_games ⭐ 220
RL implementations
total releases 10most recent commit 9 days ago
Hands On Intelligent Agents With Openai Gym ⭐ 216
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
most recent commit 4 months ago
Rlcycle ⭐ 208
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
most recent commit 8 months ago
Machin ⭐ 206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
total releases 7most recent commit 9 months ago
Dqn Chainer ⭐ 198
most recent commit 6 years ago
Dqn ⭐ 194
Basic DQN implementation
most recent commit 4 years ago
Learning To Communicate Pytorch ⭐ 187
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
most recent commit 3 years ago
Atari ⭐ 185
AI research environment for the Atari 2600 games 🤖.
most recent commit 10 months ago
Dist Dqn ⭐ 181
Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym
most recent commit 6 years ago
Tensorflow Rl ⭐ 173
Implementations of deep RL papers and random experimentation
most recent commit 4 years ago
Forex Dqn ⭐ 171
Simple version of auto forex trader build upon the concept of DQN
most recent commit 3 months ago
Tradinggym ⭐ 169
Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
most recent commit 2 months ago
Mindpark ⭐ 166
Testbed for deep reinforcement learning
most recent commit 5 years ago
Rl Restore ⭐ 159
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)
most recent commit 3 years ago
Reinforcement_learning ⭐ 155
Reinforcement learning tutorials
most recent commit 3 months ago
Drl ⭐ 151
Repository for codes of 'Deep Reinforcement Learning'
most recent commit 3 years ago
Minatar ⭐ 149
most recent commit 6 months ago
Rllabplusplus ⭐ 147
most recent commit 5 years ago
Game Ai ⭐ 140
Game AI for Machine Learning for Hackers #3
most recent commit 5 years ago
Deeprl Tensorflow2 ⭐ 139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
most recent commit 2 years ago
Rainbow ⭐ 138
A PyTorch implementation of Rainbow DQN agent
most recent commit 4 years ago
Reinforcement_learning ⭐ 137
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
most recent commit 3 years ago
Doudizhu ⭐ 132
AI斗地主
most recent commit 4 years ago
Go Bot Drl ⭐ 130
Goal-Oriented Chatbot trained with Deep Reinforcement Learning
most recent commit 3 years ago
Torchrl ⭐ 127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
most recent commit 3 months ago
Deeprl_pytorch ⭐ 126
Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.
most recent commit a month ago
Dqn ⭐ 119
Reinforcement Learning for finance
most recent commit 5 years ago
Mindmaker ⭐ 118
MindMaker UE4 Machine Learning Toolkit
most recent commit 24 days ago
Dqn ⭐ 116
DQN implementation in Keras + TensorFlow + OpenAI Gym
most recent commit 4 years ago
Rltime ⭐ 116
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
most recent commit 3 years ago
Distributional Dqn ⭐ 113
Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.
most recent commit 3 years ago
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit a year ago
Cartpole ⭐ 111
OpenAI's cartpole env solver.
most recent commit 10 months ago
Paddle Rlbooks ⭐ 108
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
most recent commit 6 months ago
Torchrl ⭐ 107
Highly Modular and Scalable Reinforcement Learning
most recent commit 2 years ago
Snake Ai Reinforcement ⭐ 106
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
most recent commit 3 years ago
Samsung Drl Code ⭐ 105
A repository for implementations of deep reinforcement learning lectured at Samsung
most recent commit 8 months ago
Sumolights ⭐ 104
SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights
most recent commit 3 months ago
Rl Medical ⭐ 99
Deep Reinforcement Learning (DRL) agents applied to medical images
most recent commit 2 years ago
Ros2learn ⭐ 98
ROS 2 enabled Machine Learning algorithms
most recent commit 3 years ago
Reinforcement Learning ⭐ 95
🤖 Implements of Reinforcement Learning algorithms.
most recent commit 4 years ago
Cs234 ⭐ 90
My Solution to Assignments of CS234
most recent commit 3 years ago
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