MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Language: Python - Size: 428 KB - Last synced: 5 days ago - Pushed: about 2 months ago - Stars: 8,679 - Forks: 4,995

philtabor/ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

Language: Python - Size: 28.3 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 21 - Forks: 0

qfettes/DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Language: Jupyter Notebook - Size: 152 MB - Last synced: 5 days ago - Pushed: about 3 years ago - Stars: 1,035 - Forks: 326

1jsingh/rl_navigation

Navigating a banana world using Dueling Double DQN network

Language: Jupyter Notebook - Size: 57.3 MB - Last synced: 12 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

deligentfool/dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

Language: Python - Size: 73.2 KB - Last synced: 4 days ago - Pushed: about 3 years ago - Stars: 84 - Forks: 17

datawhalechina/easy-rl

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

Language: Jupyter Notebook - Size: 515 MB - Last synced: 18 days ago - Pushed: 2 months ago - Stars: 8,222 - Forks: 1,728

sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Language: Jupyter Notebook - Size: 41.9 MB - Last synced: 21 days ago - Pushed: over 3 years ago - Stars: 821 - Forks: 325

TianhongDai/reinforcement-learning-algorithms

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)

Language: Python - Size: 3.94 MB - Last synced: 27 days ago - Pushed: over 3 years ago - Stars: 646 - Forks: 104

yhs0602/CraftGround

Lightning-Fast RL environment on Minecraft. Want malmö with 130 TPS? Use this environment.

Language: TeX - Size: 119 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 0

radsn/Duel_Architecture_DeepRL

Dueling Network Architecture Implementation for Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 6.79 MB - Last synced: about 2 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

neka-nat/distributed_rl

Pytorch implementation of distributed deep reinforcement learning

Language: Python - Size: 972 KB - Last synced: 24 days ago - Pushed: almost 2 years ago - Stars: 70 - Forks: 8

fardinabbasi/Deep_RL

Interactive Learning [ECE 641] - Fall 2023 - University of Tehran - Prof. Nili

Language: Jupyter Notebook - Size: 3.22 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

Lakshmiaddepalli/Human-Priors-and-Deep-Reinforcement-Learning-for_Video-Games

Computational Cognitive modelling, Reinforcement Learning NYU Spring 2020, Dr Brenden Lake and Dr. Todd Gureckis.

Language: Jupyter Notebook - Size: 301 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 2

markub3327/Dueling-DQN-with-AutoEncoder

Signal novelty detection as an intrinsic reward for robotics

Language: Jupyter Notebook - Size: 1.62 MB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

ARgruny/Deep-Reinforcement-Learning

Build and test DRL algorithms in different environments

Language: Jupyter Notebook - Size: 70.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

davide97l/Rainbow

Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

Language: Python - Size: 90.6 MB - Last synced: 28 days ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 2

Lizhecheng02/Reinforcement-Learning

Basic code for reinforcement learning and small programs.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

LxzGordon/Deep-Reinforcement-Learning-with-pytorch

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

Language: Python - Size: 82 KB - Last synced: 5 months ago - Pushed: about 3 years ago - Stars: 76 - Forks: 13

jiseongHAN/Super-Mario-RL

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Language: Python - Size: 29.3 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 47 - Forks: 16

ColinCee/GVGAI-Dissertation

Language: Python - Size: 61 MB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

marload/DeepRL-TensorFlow2

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

Language: Python - Size: 600 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 563 - Forks: 139

Kyushik/DRL

Repository for codes of 'Deep Reinforcement Learning'

Language: Python - Size: 7.62 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 204 - Forks: 43

pythonlessons/Reinforcement_Learning

Reinforcement learning tutorials

Language: Python - Size: 87 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 309 - Forks: 147

cxiang26/DRL_mxnet

reinforce learing

Language: Python - Size: 202 KB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 11 - Forks: 1

LQNew/LWDRLD

Lightweight deep RL Libraray for discrete control.

Language: Python - Size: 47.4 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 2

AgentMaker/Paddle-RLBooks

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

Language: Python - Size: 14.1 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 114 - Forks: 13

boubnanm/Deep-Reinforcement-Learning-applied-to-DOOM

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

Language: Python - Size: 171 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 75 - Forks: 16

albjerto/moon-landing

Deep Q-Learning algorithms to solve LunarLander-v2.

Language: Python - Size: 1.38 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

Kautenja/playing-mario-with-deep-reinforcement-learning

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

Language: Jupyter Notebook - Size: 3.91 GB - Last synced: 29 days ago - Pushed: about 3 years ago - Stars: 66 - Forks: 12

ethanmclark1/rl_toolkit

A collection of RL algorithms written in PyTorch

Language: Python - Size: 233 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

Lukas-Justen/Deep-Reinforcement-Learning

This repository contains the source code and documentation for the course project of the Deep Reinforcement Learning class at Northwestern University. The goal of the project was setting up an Open AI Gym and train different Deep Reinforcement Learning algorithms on the same environment to find out strengths and weaknesses for each algorithm. This will help us to get a better understanding of these algorithms and when it makes sense to use a particular algorithm or modification.

Language: Jupyter Notebook - Size: 212 MB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 2

sid230798/Doom_Reinforcement_Learning

Used Vizdoom API to train AI-Bot using DQN, DRQN and add a lot of improvements fixed-Q, Dueling, Prioritzing to maximize K/D of Bot.

Language: Python - Size: 170 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

SIakovlev/Navigation

Deep Reinforcement Learning Nanodegree Project 1

Language: Python - Size: 9.86 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 3

patelamalk/RL

Reinforcement Learning Projects and algortihms implementation.

Language: ASP.NET - Size: 50.1 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

ashutoshtiwari13/DeepQNetwork-Hub

Tensorflow - Keras /PyTorch Implementation ⚡️ of State-of-the-art DeepQN for RL Gym benchmarks 👨‍💻

Language: Jupyter Notebook - Size: 16.8 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0

wzcai99/xuance

A clean framework and implementations for reinforcement learning algorithms.

Language: Python - Size: 51 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 12 - Forks: 3

Resh-97/Dynamic_Maze_Solving

An epsilon-greedy Dueling Deep Q-Network Based on Prioritised Experience Replay to compute the minimal time path for traversing a maze.

Language: Python - Size: 94 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

adityajn105/flappy-bird-deep-q-learning

Flappy Bird Game trained on a Double Dueling Deep Q Network with Prioritized Experience Replay

Language: Jupyter Notebook - Size: 246 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 8 - Forks: 6

DanielPalaio/LunarLander-v2_DeepRL

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 1.75 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 21 - Forks: 5

NikolaMr/Deep-Reinforcement-Learning

Deep reinforcement learning agent

Language: Python - Size: 439 KB - Last synced: 12 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

bmaxdk/OpenAI-Gym-LunarLander-v2-Dueling-DQN

Apply Dueling DQN

Language: Jupyter Notebook - Size: 62.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

bmaxdk/OpenAI-Gym-LunarLander-v2-Double-Dueling-DQN

Apply Double Dueling DQN

Language: Jupyter Notebook - Size: 65.4 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0

ander-elkoroaristizabal/lunar-lander

Implementation of two Deep Reinforcement Learning agents for solving the lunar-lander environment.

Language: Python - Size: 300 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

neka-nat/player_zoo

Deep reinforcement learning implementations

Language: Python - Size: 3.41 MB - Last synced: 24 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 2

goktug97/dqn

Another Addition to the Pile of Deep Q Learning, Double DQN, PER, Dueling DQN Implementations

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

AdrianHsu/breakout-Deep-Q-Network

Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout

Language: Python - Size: 4.23 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 69 - Forks: 17

abhilash1910/Deep_Reinforcement_Learning_Trading

Deep Reinforcement Learning for Trading

Language: Jupyter Notebook - Size: 2.92 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 15 - Forks: 3

sourcecode369/deep-reinforcement-learning

Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 11 - Forks: 3

guozhonghao1994/Deep_Reinforcement_Learning_on_Car_Racing_Game

Deep Learning Project

Language: Python - Size: 132 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 7

user432/DeepRL-in-PyTorch

Minimal Implementation of Deep RL Algorithms in PyTorch

Language: Python - Size: 5.24 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 11 - Forks: 1

leonjovanovic/drl-dqn-atari-pong

PyTorch application of reinforcement learning DQN algorithms in OpenAI Atari Pong game.

Language: Python - Size: 4.64 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

AlexHermansson/hindsight-experience-replay

Implementation of the bit-flipping experiment in the HER paper

Language: Python - Size: 268 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 6 - Forks: 0

DanielPalaio/MountainCar-v0_DeepRL

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 1.3 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 17 - Forks: 1

eljandoubi/DQN-for-navigation

An implementation of Deep Q-Learning Network for solving a Unity environment that can navigate and collect bananas in a large, square world.

Language: Python - Size: 13.8 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

francescotorregrossa/deep-reinforcement-learning-nanodegree

Exercises and projects from Udacity's Nanodegree

Language: Jupyter Notebook - Size: 106 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

dsinghnegi/atari_RL_agent

RL based agent for atari games

Language: Python - Size: 131 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 1

anubhavshrimal/Reinforcement-Learning

Implementation and Notes of different Reinforcement Learning Algorithms

Language: Jupyter Notebook - Size: 34.3 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 8 - Forks: 3

chucnorrisful/dqn

Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.

Language: Python - Size: 182 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 11 - Forks: 4

LachubCz/PGuNN

PGuNN - Playing Games using Neural Networks

Language: Python - Size: 34 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

kirarpit/connect4

Solving board games like Connect4 using Deep Reinforcement Learning

Language: Python - Size: 497 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 33 - Forks: 3

tyranitar/bananas

Deep Q-Learning agent learns how to navigate a world full of bananas. Part of the coursework for Udacity's Deep RL Nanodegree.

Language: Jupyter Notebook - Size: 2.51 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

jangThang/Cartpole

In Cartpole Reinforcement Learning Environment, DQN, DDQN, and Dueling DQN methods are trained respectively.

Language: Jupyter Notebook - Size: 933 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

BhanuPrakashPebbeti/Dueling-DQN-and-Dueling-Double-DQN

Snake Game solved using Dueling DQN and Dueling Double DQN

Language: Python - Size: 11.5 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

fmstam/MLS

My go through deep reinforcement learning in pytorch

Language: Python - Size: 1.35 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 2

IlliaOvcharenko/rl-21-doom

Language: Python - Size: 10.7 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

phuchoang92/ReinLea

Language: Jupyter Notebook - Size: 23.3 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

smitkiri/deep_q_learning

Implementation of various Deep Q-Network (DQN) variants

Language: Python - Size: 855 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

0x5eba/Dueling-DQN-SuperMarioBros

Dueling Deep Q learning network play Super Mario Bros

Language: Python - Size: 26.4 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

mohitd/dqn

Implementation of Deep Q-Networks in Pytorch

Language: Python - Size: 12.7 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

RahulBarman101/breakout-v0-ddqn

The atari breakout game from gym library played using a dueling DQN network or DDQN in short

Size: 0 Bytes - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

silviomori/udacity-deep-reinforcement-learning-p1-navigation

Project developed as part of the Udacity Deep Reinforcement Learning Nanodegree Program

Language: HTML - Size: 18.7 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 5

sshkhr/RBDoom

RBDoom is a Rainbow-DQN based agent for playing the first-person shooter game Doom

Language: Python - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 7 - Forks: 1

KanikaGera/Navigation-Game-RL

The repository contains implementation of an AI agent to navigate and collect maximum yellow bananas, in the given environment using various deep reinforcement learning algorithms.

Language: Jupyter Notebook - Size: 23.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

TnSor06/LunarLanderV2-DQN

This project uses Deep Reinforcement Learning to solve the Lunar Lander environment of the OpenAI-Gym

Language: Python - Size: 82.4 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

gbartyzel/drlnd

Deep Reinforcement Learning Nanodegree projects

Language: Python - Size: 63.8 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

gbartyzel/yadrl

Yet another deep reinforcement learning

Language: Python - Size: 337 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

DanielPalaio/CartPole-v0_DeepRL

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Language: Python - Size: 15 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 0

wegfawefgawefg/wegs-drl-baselines

Minimum viable reinforcement learning algorithms for your educational convenience.

Language: Python - Size: 1.45 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 0

cla7aye15I4nd/CloseAI

CloseAI is a deep reinforcement learning agent using Prior Dueling DQN, Double DQN, for Atari games, course project of CS420 at ACM Class, Shanghai Jiao Tong University.

Language: Jupyter Notebook - Size: 81.5 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0

french-ai/reinforcement

Reinforcement learning modular with pytorch

Language: Jupyter Notebook - Size: 1.56 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 10 - Forks: 1

FLming/DQN_flappy_bird

Using deep Q-networks to train an agent to play flappy bird.

Language: Python - Size: 150 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 6 - Forks: 3

mattbui/dd_qnet

A Double Dueling Deep Q learning model for turtle bot to navigate in custom gym-gazebo maze

Language: Python - Size: 92.3 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 4 - Forks: 2

kandicst/DQN-Reinforcement-Learning

Beating Atari 2600 games using Double Deep-Q Learning with Dueling architecture

Language: Jupyter Notebook - Size: 272 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

vivekthota16/Project-Navigation-Udacity-Deep-Reinforcement-Learning

Deep Q Networks | Dueling Q Network | Double DQN - Deep Reinforcement Learning Nanodegree

Language: Jupyter Notebook - Size: 25.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

VBrabant/Observe_ReinforcementLearning

Observe your machine learning to play a video game

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

shubhamag/DeepRL_DQN_tensorflow

A repository of Q-learning based Deep Reinforcement learning algorithms, including Linear DQN, DQN with experience reply, Dueling DQN and Double Dueling DQN. Mostly tested on Gym environments.

Language: Python - Size: 43.9 KB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 3 - Forks: 1

RLOpensource/Reinforcement_Learning

Language: Python - Size: 580 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

jsztompka/DuelDQN

DuelDQN with Pytorch

Language: ASP - Size: 57.7 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

Abhipanda4/Battle-Of-DQNs

A comparision between the performances of DQN and several of its variants using PyTorch and Pong.

Language: Python - Size: 40.5 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0