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634 search results found

Baselines ⭐ 14,949

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Dopamine ⭐ 10,248

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Easy Rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

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

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Reinforcement Learning ⭐ 4,097

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

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

Elegantrl ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

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 ....

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Agents ⭐ 2,658

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Rl Adventure ⭐ 2,450

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

Minimalrl ⭐ 2,417

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

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Dqn Tensorflow ⭐ 2,114

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Deepmind Atari Deep Q Learner ⭐ 1,780

The original code from the DeepMind article + my tweaks

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！

Rainbow Is All You Need ⭐ 1,637

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

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 ⭐ 1,155

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

Pytorch Project Template ⭐ 839

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

Jetson Reinforcement ⭐ 789

Deep reinforcement learning GPU libraries for NVIDIA Jetson TX1/TX2 with PyTorch, OpenAI Gym, and Gazebo robotics simulator.

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Gameaisdk ⭐ 681

基于图像的游戏AI自动化框架

Simple_dqn ⭐ 656

Simple deep Q-learning agent.

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

RL implementations

Flappybird ⭐ 555

基于Java基础类库编写的Flappy Bird

Deep Rl Keras ⭐ 516

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

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

Tensorflow For Stock Prediction ⭐ 411

Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.

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)

Lua/Torch implementation of DQN (Nature, 2015)

Keras Flappybird ⭐ 392

Using Keras and Deep Q-Network to Play FlappyBird

Pytorch Drl ⭐ 387

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

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

Pytorch Rl ⭐ 356

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

Tensorflow Tutorial Samples ⭐ 356

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

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

Mprgdeeplearninglecturenotebook ⭐ 324

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

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

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

Kanachan ⭐ 239

A Japanese (Riichi) Mahjong AI Framework

Rl Theory Book ⭐ 238

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Reinforcement Learning Kr ⭐ 238

[파이썬과 케라스로 배우는 강화학습] 예제

Deep Reinforcement Learning Algorithms ⭐ 235

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Minatar ⭐ 231

Jericho ⭐ 229

A learning environment for man-made Interactive Fiction games.

Drl_based_selfdrivingcarcontrol ⭐ 222

Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

Reinforcementzerotoall ⭐ 221

Dqn In The Caffe ⭐ 210

An implementation of Deep Q-Network using Caffe

Aleph_star ⭐ 209

Reinforcement learning with A* and a deep heuristic

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

Retro Learning Environment ⭐ 178

The Retro Learning Environment (RLE) -- a learning framework for AI

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

Related Searches

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