ddqn | Topic | Ecosyste.ms: Repos

Topic: "ddqn"

keon/deep-q-learning 📦

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

Language: Python - Size: 1.77 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 1,293 - Forks: 453

germain-hug/Deep-RL-Keras

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

Language: Python - Size: 2.84 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 496 - Forks: 148

dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

Language: Python - Size: 30.2 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 494 - Forks: 59

pythonlessons/Reinforcement_Learning

Reinforcement learning tutorials

Language: Python - Size: 87 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 384 - Forks: 155

idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

Language: Python - Size: 773 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 376 - Forks: 70

gsurma/atari

AI research environment for the Atari 2600 games 🤖.

Language: Python - Size: 27 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 258 - Forks: 81

A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.

Language: Python - Size: 17.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 204 - Forks: 37

Kyushik/DRL

Repository for codes of 'Deep Reinforcement Learning'

Language: Python - Size: 7.62 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 204 - Forks: 43

deepanshut041/Reinforcement-Learning

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

Language: Jupyter Notebook - Size: 49.5 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 117 - Forks: 37

FelipeMarcelino/2048-Gym

This projects aims to use reinforcement learning algorithms to play the game 2048.

Language: Python - Size: 515 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 14

deligentfool/dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

Language: Python - Size: 73.2 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 84 - Forks: 17

fschur/DDQN-with-PyTorch-for-OpenAI-Gym

Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.

Language: Python - Size: 46.9 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 62 - Forks: 9

jihoonerd/Deep-Reinforcement-Learning-with-Double-Q-learning

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

Language: Python - Size: 18.7 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 16

itaicaspi/keras-dqn-doom

Keras implementation of DQN on ViZDoom environment

Language: Python - Size: 112 MB - Last synced at: over 2 years ago - Pushed at: almost 9 years ago - Stars: 52 - Forks: 17

alamminsalo/snakewasm

Snake game with neural network AI model

Language: Rust - Size: 8.63 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 0

ChuaCheowHuan/reinforcement_learning

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.

Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 11

blackredscarf/pytorch-DQN

Using pytorch to implement DQN / DDQN / Atari DDQN

Language: Python - Size: 18.6 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 32 - Forks: 14

Rahul-Choudhary-3614/Deep-Reinforcement-Learning-Notebooks

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.

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 24 - Forks: 8

batuhan3526/AirSim-PyTorch-Drone-DDQN-Agent

This code is the result of the collaboration of RL Turkey team.

Language: Python - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 5

liyc-ai/RL-pytorch

A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.

Language: Python - Size: 30.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 21 - Forks: 3

aminkhani/Deep-RL

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.

Language: Jupyter Notebook - Size: 21.5 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 0

chinancheng/DDQN.pytorch

DDQN inplementation on PLE FlappyBird environment in PyTorch.

Language: Python - Size: 10.4 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 6

yassineboujrada/Self_Driving_Car_By_DDQN_Algorithm

Language: Python - Size: 1.54 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 0

jianzhnie/RLToolkit 📦

RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Language: Python - Size: 14.8 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

kochlisGit/TraderNet-CRv2

TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets

Language: Jupyter Notebook - Size: 157 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 3

TroddenSpade/Federated-DRL

Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards

Language: Python - Size: 3.66 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2

abyaadrafid/Deep-Reinforcement-Learning

To keep track and showcase

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 2

awilliea/Risk-based_RL_for_Optimal_Trading_Execution

Language: Python - Size: 3.11 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 5

ZLkanyo009/flappy-bird-tensorflow2-DQN

DQN flappy bird with tensorflow2

Language: Python - Size: 20 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 4

vformanyuk/reinforcement-learning

Collection of reinforcement learning algorithms implementations with TensorFlow2

Language: Python - Size: 257 KB - Last synced at: 8 months ago - Pushed at: 10 months ago - Stars: 12 - Forks: 2

mozturan/AutonomousDrive2D-DRL

Autonomous Driving W/ Deep Reinforcement Learning in Lane Keeping - DDQN and SAC with kinematics/birdview-images

Language: Jupyter Notebook - Size: 116 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0

victor369basu/MyosuiteDDQN

In this repository, we try to solve musculoskeletal tasks with `Double DQN reinforcement learning` by using a `transformer` model has been used as the base model architecture.

Language: Python - Size: 45 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 0

TroddenSpade/Exhaustive-Reinforcement-Learning

Exhaustive Implementation of Algorithms, Key Papers, and Well-Known Problems of Reinforcement Leaning

Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

vguillet/AIgle_Racer

An open-source hardware racing drone design and demonstration RL software for the artificial intelligence robotic drone race competitions

Language: Python - Size: 513 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 4

user432/DeepRL-in-PyTorch

Minimal Implementation of Deep RL Algorithms in PyTorch

Language: Python - Size: 5.24 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 1

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 at: over 2 years ago - Pushed at: over 5 years ago - Stars: 11 - 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 at: over 2 years ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 4

hjorvardr/RL_Library

An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.

Language: Python - Size: 240 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 1

bhatiaabhinav/RL-v2

Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)

Language: Python - Size: 162 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 1

PeterJochem/Deep_RL

Implementations of Deep RL Algorithms in OpenAI Gym Environments

Language: Python - Size: 184 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 4

motokiomura/DQNs

Language: Python - Size: 28.3 KB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 2

qlan3/Jaxplorer

Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.

Language: Python - Size: 91.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

deepanshut041/MlAgents 📦

This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.

Language: Jupyter Notebook - Size: 4.9 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 2

mayankiitg/TrafficLight-RL

Control Traffic lights intelligently with Reinforcement Learning!

Language: Jupyter Notebook - Size: 3.26 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 5

Danfoa/commons_game

A custom implementation of DeepMind's "the commons game"

Language: Python - Size: 1.35 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 0

Git-123-Hub/reinforcement-learning-algorithm

implementation of reinforcement learning algorithm that is easy to read and understand

Language: Python - Size: 7.13 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

SpringerNLP/Chapter13

Chapter 13: Deep Reinforcement Learning for Text and Speech

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 5

frankibem/reinforcement-learning

Implementation of reinforcement learning algorithms with descriptions for beginners.

Language: Jupyter Notebook - Size: 818 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 8 - Forks: 1

Amin-Sz/Deep-Reinforcement-Learning

Language: Python - Size: 204 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

MrShininnnnn/DDQN-Lunar-Lander

An implementation of Double Deep Q-Network (DDQN) to solve the game Lunar Lander.

Language: Jupyter Notebook - Size: 7.53 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

rybread1/deep-rl-trex

Reinforcement learning agent using dqqn, dueling network, per to play the google chrome trex browser game.

Language: Python - Size: 653 MB - Last synced at: 4 months ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 1

guozhonghao1994/Deep_Reinforcement_Learning_on_Car_Racing_Game

Deep Learning Project

Language: Python - Size: 132 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 7

pawan47/DeepQ-learning

simple implementation of DQN and DDQN on atari Breakout-v0

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

davidchiou/DDQN_Mario

Pytorch-DDQN implemantaion on Super Mario Brothers

Language: Python - Size: 2.02 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 1

Elktrn/DDQN_Deep-Double_Q-Learning-for-solving-OpenAi-Gym-LunarLander-v2-in-python

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

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

Alwaysproblem/newbiesRL

Naive implementations of deep reinforcement learning algorithms

Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

Angry-Robot-Deals/Predictor-T- Fork of nicoDs96/Trading-Bot---Deep-Reinforcement-Learning

A Deep Reinforcement Learning Trading Bot with PyTorch

Language: Python - Size: 78.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

Duck-Drivers-2K21/rl-coursework

UoB Reinforcement Learning Coursework (CM30359) - Awarded 72%

Language: Python - Size: 182 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

ascvorcov/z80-ddqn

Implementation of Double Dueling Q-Network with prioritized experience replay learning to play zx-spectrum games

Language: Python - Size: 38.5 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

rram12/Lane-Change-Assistance-System

A Reinforcement Learning based approach for Lane change assistance system

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

joycenerd/Deep_Learning_Practice_labs

Labs for 5003 Deep Learning Practice course in summer term 2021 at NYCU.

Language: Python - Size: 42.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

ZLkanyo009/Pong-Reinforcement-Learning

Pong-Reinforcement-Learning Here

Language: Python - Size: 729 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

VaradhKaushik/RL-models-for-Super-Mario-Bros

This repository explores the application of three reinforcement learning algorithms—Deep Q-Networks (DQN), Double Deep Q-Networks (DDQN), and Proximal Policy Optimization (PPO)—for playing Super Mario Bros using the OpenAI Gym and nes-py emulator. It includes a comparative analysis of these models.

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

laboratorioAI/2024_EMG_DQN_DDQN

A complete MataLab laboratory for training and evaluating EMG HGR RL DQN and DDQN models.

Language: Jupyter Notebook - Size: 315 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

yatshunlee/qwop_RL

QWOP agent

Language: Python - Size: 631 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

SiavashShams/DQN-for-OpenAI-LunarLander-v2

LunarLander-v2 learning how to land efficiently using DQN and DDQN for training

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

yatshunlee/pacman_RL

Ms Pacman DDQN Agent

Language: Jupyter Notebook - Size: 523 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

ChayannFamali/Reinforcement-learning-in-Trading

Reinforcement learning in trading and algorithmic trading is a fairly frequent example of the application of RL in practice.

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

LorenzoM1997/Deep-tic-tac-toe

A DDQN implementation in Tensorflow for solving the game of tic tac toe

Language: Python - Size: 1.49 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 4

hridayns/Research-Project-on-Reinforcement-learning

Research Thesis - Reinforcement Learning

Language: Python - Size: 81.1 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

LachubCz/PGuNN

PGuNN - Playing Games using Neural Networks

Language: Python - Size: 34 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

akaAlbo/deeprlbootcamp

Solution to the Deep RL Bootcamp labs from UC Berkeley

Language: Jupyter Notebook - Size: 5.86 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1

kingzhong23/Project-Implementation

Do you wonder how to implement algos in the papers you are reading and the implementations on GitHub are hard to modify? This repository will demonstrate how to make deep learning algos implementations in a really obviously way.

Language: Python - Size: 1000 Bytes - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

Z0m6ie/Atari_DDQN

Double DQN for Openai's Atari Environments

Language: Python - Size: 30.6 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

weixu000/rl_tensorflow 📦

DQN, Double DQN, Dueling Network

Language: Python - Size: 143 KB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 0

heydarimo/DQN-vs-DDQN-LunarLander-Environment

In this Repository, we intend to implement the DQN and also the DDQN algorithm in case of training an agent to solve the Lunar-Lander problem. there are lots of exciting results after training which have been attached.

Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 2 - Forks: 0

dxpawn/LunarLander-v3

Solving the LunarLander-v3 Environment: A 60-hour approach for the final term report in Foundation of Artificial Intelligence, VNU-UET (May 2025).

Language: Jupyter Notebook - Size: 27.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

flowun/gardnerChessAi

Implementation of the Double Deep Q-Learning algorithm with a prioritized experience replay memory to train an agent to play the minichess variante Gardner Chess

Language: Python - Size: 3.56 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

jonasmaertens/TASEP

Totally Asymmetric Simple Exclusion Process (TASEP) using reinforcement learning (RL) agents

Language: TeX - Size: 573 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

notsamdonald/MaRLo

Various Deep RL models applied to Super Mario Bros

Language: Python - Size: 661 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

RajK853/RL_OpenAI_Gym

Solutions for OpenAI Gym RL environments

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 27 days ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

albjerto/moon-landing

Deep Q-Learning algorithms to solve LunarLander-v2.

Language: Python - Size: 1.38 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

FrankCCCCC/rl_collection

Implementation of Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

nimishsantosh107/Reinforcement-Learning

Reinforcement learning algorithms and solved gym environments.

Language: Jupyter Notebook - Size: 63.7 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

mattjmattj/php-rl

A basic reinforcement learning library in PHP

Language: PHP - Size: 50.8 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

bellthomas/VDQN

Exploring Variational Deep Q Networks. A study undertaken for the University of Cambridge's R244 Computer Science Masters Course. Inspired by https://arxiv.org/abs/1711.11225/.

Language: Python - Size: 12.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1