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97 search results found

Dopamine ⭐ 10,248

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

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

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Machinelearning ⭐ 4,030

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

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

Rl Adventure ⭐ 2,450

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

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Rainbow Is All You Need ⭐ 1,637

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

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Rl_games ⭐ 603

RL implementations

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.

Mprgdeeplearninglecturenotebook ⭐ 324

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.

Aleph_star ⭐ 209

Reinforcement learning with A* and a deep heuristic

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Deep Q Learning ⭐ 154

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Deep Q Learning ⭐ 127

Tensorflow implementation of Deepminds dqn with double dueling networks

Ctc Executioner ⭐ 97

Master Thesis: Limit order placement with Reinforcement Learning

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

Gym_trading ⭐ 89

Tensorflow Practice ⭐ 80

Tutorials of Tensorflow for beginners with popular data sets and projects. Let's have fun to learn Machine Learning with Tensorflow.

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

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Self_balancing_robot ⭐ 55

Dqn Pytorch ⭐ 53

Deep Q Learning via Pytorch

Playing Mario With Deep Reinforcement Learning ⭐ 51

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

Deep Reinforcement Learning In Trading ⭐ 49

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.

Rlcard Tutorial ⭐ 38

Python and R tutorial for RLCard in Jupyter Notebook

Easyagents ⭐ 33

Reinforcement Learning for Practitioners.

Reinforcementlearning_bywonseok ⭐ 33

강화학습의 거의 모든 것

Machine Learning ⭐ 31

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Minecraft Reinforcement Learning ⭐ 27

Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft

Fast Reinforcement Learning ⭐ 26

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

Osori Selfdrivingwithgta5 ⭐ 26

GTA5를 이용해 자율주행 자동차를 학습 시키는 프로젝트

Deep Q Network ⭐ 26

Keras implementation of DQN for the MsPacman-v0 OpenAI Gym environment.

Tensorpoker ⭐ 25

Deep RL based poker bot

JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"

Recurrent Deep Q Learning ⭐ 21

Solving POMDP using Recurrent networks

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

Nash Dqn ⭐ 21

Deep Reinforcement Learning for Nash Equilibria

Dqn_pendulum ⭐ 19

Swinging up a pendulm by Deep Q Network

Dqn Atari Agents ⭐ 18

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Multi_agent_deep_reinforcement_learning ⭐ 16

Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.

Cartpole ⭐ 15

Run OpenAI Gym on a Server

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

Maze_solver ⭐ 14

This project solves self-made maze in a variety of ways: A-star, Q-learning and Deep Q-network.

Deep Reinforcement Learning ⭐ 14

To keep track and showcase

Moduyeon_supermario ⭐ 14

모두의연구소 풀잎스쿨의 슈퍼마리오 대회

Deep Reinforcement Learning Notebooks ⭐ 13

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Series of deep reinforcement learning algorithms 🤖

Dqn_freeway ⭐ 13

Contextual_drl ⭐ 12

Extracting action sequences and generating domain models.

Deep Rl Tutorial ⭐ 12

A Tutorial on Deep Reinforcement Learning in PyTorch

Dqn4wirelesscontrol ⭐ 12

Python Q learning implementations and application examples in wireless networks

Rl Practice Keras ⭐ 11

Rl Workshop ⭐ 11

Deep Reinforcement Learning Workshop - Spring 2018

Cartpole Solved ⭐ 11

Deep Q-networks made easy

Kuka_robotics_arms ⭐ 10

Application of Deep Reinforcement Learning on Robotics Arm control task

Carpoel At Age Three Dqn Algorithm ⭐ 10

深度学习入门 | 三岁在飞桨带你入门深度学习—Carpoel，利用PARL复现基于神经网络与DQN算法（真的是0基础）

Rldqtrading ⭐ 10

An example and description to Reinforcement Learning DQN model and dataformats for trading

Hands On Reinforcement Learning With Tensorflow ⭐ 10

Hands-on Reinforcement Learning with TensorFlow by Packt Publishing

Multi_agent_systems ⭐ 10

Multi-Agent Systems Course 2017 - MSc Artificial Intelligence @ UvA

Q Trading Pytorch ⭐ 10

DQN stock trading pytorch implementation

Pommerman ⭐ 9

💣 Bomberman deep reinforcement learning challenge in PyTorch

Munchausen Rl ⭐ 9

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

Reinforcement ⭐ 9

Reinforcement learning modular with pytorch

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

Rainbow: Combining Improvements in Deep Reinforcement Learning

Implementation of Deep Q-network to play the game 2048 using Keras.

Vissim_rl_traffic_lights_control ⭐ 8

VISSIM Reinforcement Learning for Urban Traffic Control. DQN, DDQN, D3QN, A2C, PER.

Pycon2018 Rl_adventure ⭐ 8

Reinforcement Learning Stocks ⭐ 8

Applying Reinforcement learning models for stock price predictions

A CLI tool to help train Atari games for performing experiments related to transfer learning in reinforcement learning built as part of our final year project.

Reinforcement_learning_algorithms ⭐ 7

Reinforcement Learning Algorithms

Analysing result obtained using quite different RL algorithm

Improving Sepsis Treatment Strategies ⭐ 7

This is the repository for paper "Improving Sepsis Treatment Strategies using Deep Reinforcement Learning and Mixture-of-Experts"

Iqn And Extensions ⭐ 7

PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.

Car_racer_gym ⭐ 6

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Simple Dqn Pytorch ⭐ 6

A simplistic implementation of DQN that works under CartPole-v0 with rendered pixels as input

Psyrl2018 ⭐ 6

Study group on reinforcement learning: SNU psyRL. 2018 Summer

Forex Trading ⭐ 5

forex trading with reinforcement learning

Rl_rainbow_pytorch ⭐ 5

Implementation of 6 DQN extension methods using Pytorch. (RAINBOW)

Use the movements of your thumb to play Pong against a pre-trained Double-DQN-Agent. I used Google-Colab for training the pyTorch model and created the Pong environment with Pygame.

Deep Rl Cars ⭐ 5

Deep Reinforcement Learning with Simulated Cars | Koç University Spring 2018 | Winner Senior Design Project

meta repository for learning Reinforcement Learning

Reinforcement_learning ⭐ 5

RL(Reinforcement Learning) with gym, keras

Rl Algorithms ⭐ 5

DQN, REINFORCE, actor-critic, Q-learning, SARSA, Monte Carlo prediction & control, policy & value iteration

RL Agent for Atari Game Pong

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

Reinforcement Learning ⭐ 5

Implementation of reinforcement learning algorithms with descriptions for beginners.

Ddqn_deep Double_q Learning For Solving Openai Gym Lunarlander V2 In Python ⭐ 5

reinforcement learning Double Deep Q Learning (DDQN) method to solve OpenAi Gym "LunarLander-v2" by usnig Double Deep NeuralNetworks

Dynamic Algorithm Configuration

Playing_atari_with_reinforcement_learning ⭐ 5

Implementation of multiple RL algorithms in pytorch (DQN, AC, ACER) and trained agents to play digital games

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