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263 search results found

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

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

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)

Elegantrl ⭐ 3,229

Massively Parallel Deep Reinforcement Learning. 🔥

Reinforcement Learning ⭐ 3,119

Minimal and Clean Reinforcement Learning Examples

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.

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

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Gym Anytrading ⭐ 1,751

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

Rainbow Is All You Need ⭐ 1,637

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

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".

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

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

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

RL implementations

Deep Rl Keras ⭐ 516

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

Aigames ⭐ 484

use AI to play some games.

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

TensorFlow2 Reinforcement Learning

Pytorch Drl ⭐ 387

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

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Pytorch Rl ⭐ 356

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

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

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"

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

Kanachan ⭐ 239

A Japanese (Riichi) Mahjong AI Framework

Rl Theory Book ⭐ 238

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

Jericho ⭐ 229

A learning environment for man-made Interactive Fiction games.

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

Learning To Communicate Pytorch ⭐ 187

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

AI research environment for the Atari 2600 games 🤖.

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]

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Mindpark ⭐ 166

Testbed for deep reinforcement learning

Deeprl_pytorch ⭐ 155

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

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)

Distributional Dqn ⭐ 113

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

Cartpole ⭐ 111

OpenAI's cartpole env solver.

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

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

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Ctc Executioner ⭐ 97

Master Thesis: Limit order placement with Reinforcement Learning

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

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).

Reinforcement_learning ⭐ 89

강화학습에 대한 기본적인 알고리즘 구현

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Distributedrl ⭐ 84

A framework for easy prototyping of distributed reinforcement learning algorithms

Deep Reinforcement Learning For Dynamic Spectrum Access ⭐ 77

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

Rl Flappybird ⭐ 77

Using reinforcement learning to train FlappyBird.

Reinforcement Learning implementations and research prototyping in TensorFlow

Explorer ⭐ 68

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Stateadvdrl ⭐ 63

[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"

Sarl_star ⭐ 62

SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.

Dqn_flappy_bird ⭐ 58

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Reinforcepy ⭐ 54

Collection of reinforcement learners implemented in python. Mainly including DQN and its variants

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

Tetrisrl ⭐ 52

A Tetris environment to train machine learning agents

Pensieve Ppo ⭐ 51

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Deep_traffic ⭐ 49

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

Super Mario Rl ⭐ 46

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

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