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373 search results found
Baselines
⭐
14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Reinforcement Learning With Tensorflow
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8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Pytorch Tutorial
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7,372
Build your neural network easy and fast, 莫烦Python中文教学
Tensorlayer
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7,341
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Tensorflow_practice
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6,377
tensorflow实战练习,包括强化学习、推荐系统、nlp等
Keras Rl
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5,348
Deep Reinforcement Learning for Keras.
Deep Reinforcement Learning Algorithms With Pytorch
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5,058
PyTorch implementations of deep reinforcement learning algorithms and environments
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Tensorflow Tutorial
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3,873
Tensorflow tutorial from basic to hard
Reinforcement Learning
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3,119
Minimal and Clean Reinforcement Learning Examples
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
Deep Reinforcement Learning With Pytorch
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2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Agents
⭐
2,658
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Dqn Tensorflow
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2,114
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Gym Anytrading
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1,751
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Pytorchdocs
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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!
Deep Rl Tensorflow
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1,505
TensorFlow implementation of Deep Reinforcement Learning papers
Magent
⭐
1,502
A Platform for Many-agent Reinforcement Learning
Rainbow
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1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
Slm Lab
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1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Pfrl
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1,046
PFRL: a PyTorch-based deep reinforcement learning library
Deep Q Learning
⭐
894
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Pysc2 Examples
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721
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Pytorch Rl
⭐
703
Deep Reinforcement Learning with pytorch & visdom
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Rlcode
⭐
560
Crypto Rl
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497
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
Aigames
⭐
484
use AI to play some games.
Rl_algorithms
⭐
470
Structural implementation of RL key algorithms
Huskarl
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417
Deep Reinforcement Learning Framework + Algorithms
Tf2rl
⭐
408
TensorFlow2 Reinforcement Learning
Reinforcement Learning Algorithms
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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)
Keras Flappybird
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392
Using Keras and Deep Q-Network to Play FlappyBird
Reinforcement Implementation
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380
Implementation of benchmark RL algorithms
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
Deep_rl
⭐
372
PyTorch implementations of deep reinforcement learning algorithms
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Tensorflow Tutorial Samples
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356
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
Xuance
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339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Machine Learning Is All You Need
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337
🔥🌟《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!
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Uav Ddpg
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297
Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
Xingtian
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282
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Hands On Intelligent Agents With Openai Gym
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280
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Vel
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273
Velocity in deep-learning research
Reinforcement_learning
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250
Reinforcement learning tutorials
Deep Rl Trading
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248
playing idealized trading games with deep reinforcement learning
Rlcycle
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242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Rlgraph
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241
RLgraph: Modular computation graphs for deep reinforcement learning
Reinforcement Learning Kr
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238
[파이썬과 케라스로 배우는 강화학습] 예제
Minatar
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231
Reinforcementzerotoall
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221
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Dqn Chainer
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198
Dqn
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194
Basic DQN implementation
Learning To Communicate Pytorch
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187
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
Atari
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185
AI research environment for the Atari 2600 games 🤖.
Dist Dqn
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181
Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym
Tf2 Rl
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178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Tensorflow Rl
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173
Implementations of deep RL papers and random experimentation
Mindpark
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166
Testbed for deep reinforcement learning
Deeprl_pytorch
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155
Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.
Drl
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151
Repository for codes of 'Deep Reinforcement Learning'
Game Ai
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140
Game AI for Machine Learning for Hackers #3
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Rainbow
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138
A PyTorch implementation of Rainbow DQN agent
Doudizhu
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132
AI斗地主
Go Bot Drl
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130
Goal-Oriented Chatbot trained with Deep Reinforcement Learning
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Dqn
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119
Reinforcement Learning for finance
Rltime
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116
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
Dqn
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116
DQN implementation in Keras + TensorFlow + OpenAI Gym
Distributional Dqn
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113
Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.
Deeprl_algorithms
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112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Cartpole
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111
OpenAI's cartpole env solver.
Paddle Rlbooks
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108
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Torchrl
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107
Highly Modular and Scalable Reinforcement Learning
Samsung Drl Code
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105
A repository for implementations of deep reinforcement learning lectured at Samsung
Sumolights
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104
SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights
Ros2learn
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98
ROS 2 enabled Machine Learning algorithms
Reinforcement Learning
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95
🤖 Implements of Reinforcement Learning algorithms.
Vn Maddpg
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92
Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"
Dqfd
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90
An implement of DQfD(Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning
Cs234
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90
My Solution to Assignments of CS234
Categorical Dqn
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90
A working implementation of the Categorical DQN (Distributional RL).
Gym_trading
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89
Reinforcement_learning
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89
강화학습에 대한 기본적인 알고리즘 구현
Dqn Atari
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89
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well
Drqn Tensorflow
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88
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Networkattacksimulator
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86
A environment for testing AI agents against a simulated Network.
Dqn_pytorch
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86
Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch
Openaigym
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86
Solving OpenAI Gym problems.
Deep Learning Tensorflow Book Code
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78
[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.
Tiny Dqn
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78
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
Rltf
⭐
75
Reinforcement Learning implementations and research prototyping in TensorFlow
Pytorch Distributed
⭐
74
Ape-X DQN & DDPG with pytorch & tensorboard
Learning Tensorflow
⭐
73
Using tensorflow to implement different deep learning model
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