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430 search results found

Baselines ⭐ 14,949

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Tensorflow_practice ⭐ 6,377

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Deep Reinforcement Learning Algorithms With Pytorch ⭐ 5,058

PyTorch implementations of deep reinforcement learning algorithms and environments

Cleanrl ⭐ 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 ⭐ 3,873

Tensorflow tutorial from basic to hard

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Deep Reinforcement Learning With Pytorch ⭐ 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 ⭐ 2,417

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Dqn Tensorflow ⭐ 2,114

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

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！

Deep Rl Tensorflow ⭐ 1,505

TensorFlow implementation of Deep Reinforcement Learning papers

Magent ⭐ 1,502

A Platform for Many-agent Reinforcement Learning

Rainbow ⭐ 1,272

Rainbow: Combining Improvements in Deep Reinforcement Learning

Chainerrl ⭐ 1,151

ChainerRL is a deep reinforcement learning library built on top of Chainer.

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

PFRL: a PyTorch-based deep reinforcement learning library

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Deep Q Learning ⭐ 894

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Crypto Rl ⭐ 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

Batch_rl ⭐ 443

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

TensorFlow2 Reinforcement Learning

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)

Keras Flappybird ⭐ 392

Using Keras and Deep Q-Network to Play FlappyBird

Reinforcement Implementation ⭐ 380

Implementation of benchmark RL algorithms

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

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Machine Learning Is All You Need ⭐ 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!

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Uav Ddpg ⭐ 297

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Xingtian ⭐ 282

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

Hands On Intelligent Agents With Openai Gym ⭐ 280

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Velocity in deep-learning research

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Rlcycle ⭐ 242

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Reinforcement Learning Kr ⭐ 238

[파이썬과 케라스로 배우는 강화학습] 예제

Minatar ⭐ 231

Reinforcementzerotoall ⭐ 221

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Dqn Chainer ⭐ 198

Basic DQN implementation

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

AI research environment for the Atari 2600 games 🤖.

Dist Dqn ⭐ 181

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Forex Dqn ⭐ 171

Simple version of auto forex trader build upon the concept of DQN

Mindpark ⭐ 166

Testbed for deep reinforcement learning

Rl Restore ⭐ 159

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)

Deeprl_pytorch ⭐ 155

Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

Repository for codes of 'Deep Reinforcement Learning'

Game Ai ⭐ 140

Game AI for Machine Learning for Hackers #3

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Rainbow ⭐ 138

A PyTorch implementation of Rainbow DQN agent

Doudizhu ⭐ 132

Go Bot Drl ⭐ 130

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

Torchrl ⭐ 127

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Reinforcement Learning for finance

RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features

DQN implementation in Keras + TensorFlow + OpenAI Gym

Distributional Dqn ⭐ 113

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

Rl Forex Trader Lstm ⭐ 113

Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader

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)

Cartpole ⭐ 111

OpenAI's cartpole env solver.

Paddle Rlbooks ⭐ 108

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Snake Ai Reinforcement ⭐ 106

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Sumolights ⭐ 104

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Vn Maddpg ⭐ 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"

My Solution to Assignments of CS234

Categorical Dqn ⭐ 90

A working implementation of the Categorical DQN (Distributional RL).

An implement of DQfD（Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Learning

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Dqn Atari ⭐ 89

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

Gym_trading ⭐ 89

Drqn Tensorflow ⭐ 88

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

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