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108 search results found

Tensorlayer ⭐ 7,327

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 ⭐ 4,178

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

Cleanrl ⭐ 3,947

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

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 ....

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.

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

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

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

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

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

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

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

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

Mprgdeeplearninglecturenotebook ⭐ 324

Uav Ddpg ⭐ 297

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

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

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Kanachan ⭐ 239

A Japanese (Riichi) Mahjong AI Framework

Reinforcement Learning Kr ⭐ 238

[파이썬과 케라스로 배우는 강화학습] 예제

Dqn In The Caffe ⭐ 210

An implementation of Deep Q-Network using Caffe

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

Dqn Chainer ⭐ 198

Learning To Communicate Pytorch ⭐ 187

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

Dist Dqn ⭐ 181

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

Mindpark ⭐ 166

Testbed for deep reinforcement learning

Deep Q Learning ⭐ 154

Dqn Atari Tensorflow ⭐ 153

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

Repository for codes of 'Deep Reinforcement Learning'

Deeprl Tensorflow2 ⭐ 139

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

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Deep Q Learning ⭐ 127

Tensorflow implementation of Deepminds dqn with double dueling networks

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)

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Samsung Drl Code ⭐ 105

A repository for implementations of deep reinforcement learning lectured at Samsung

Ros2learn ⭐ 98

ROS 2 enabled Machine 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

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

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Dqn_pytorch ⭐ 86

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

Deep Learning Tensorflow Book Code ⭐ 78

[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Rl Flappybird ⭐ 77

Using reinforcement learning to train FlappyBird.

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

Deep Reinforcement Learning Practice ⭐ 73

Practice of Deep Reinforcement Learning with Keras and gym.

Learning Tensorflow ⭐ 73

Using tensorflow to implement different deep learning model

Explorer ⭐ 68

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

Dqn Pytorch ⭐ 53

Deep Q Learning via Pytorch

Saida_rl ⭐ 53

Tensorflow_advanced_tutorials ⭐ 52

Tensorflow의 고급스러운 사용을 위한 튜토리얼 입니다.

Playing Mario With Deep Reinforcement Learning ⭐ 51

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

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) 🚗.

Deep Reinforcement Learning In Trading ⭐ 49

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Human_level_control_through_deep_reinforcement_learning ⭐ 47

Deepmind's Deep Q Learning on Atari

Ml In Tf ⭐ 45

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

Dqn Atari ⭐ 44

Deep Q-Learning (DQN) implementation for Atari pong.

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Drl Agents ⭐ 41

research and implementations of Deep RL agents and their applications

Intelligent_traffic_lights ⭐ 41

Traffic Lights Control with Deep Learning

Deep Reinforcement Learning With Double Q Learning ⭐ 41

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

Dqn Obstacle Avoidance ⭐ 38

Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network

Rl Dialog ⭐ 37

Rl_matrix ⭐ 36

Reinforcement Learning Agents in .NET

Reinforcement Learning Pytorch Cartpole ⭐ 36

Simple Cartpole example writed with pytorch.

Deep_q_learning ⭐ 34

A collection of experiments in reinforcement learning. For now, consists only of Deep Q Learning, but willl eventually contain others.

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