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GitHub topics: ddqn

Repositories

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

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

Language: Python - Size: 18.7 MB - Last synced: 4 days ago - Pushed: 17 days ago - Stars: 44 - Forks: 15

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: 1.33 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 2 - Forks: 0

JMaskiewicz/RL_tester

Language: Python - Size: 2.25 GB - Last synced: 14 days ago - Pushed: 17 days ago - Stars: 1 - Forks: 0

vedvartak/PongDQN

Implementing Double DQN to train it on a custom pong environment in C++ from scratch

Language: C++ - Size: 629 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 0 - Forks: 0

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

krflorian/deep_rl_sandbox

Sandbox for Deep Reinforcement Learning Algorithms

Language: Jupyter Notebook - Size: 98.6 KB - Last synced: 18 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

SC4RECOIN/DQN

Language: Python - Size: 6.84 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

akaAlbo/deeprlbootcamp

Solution to the Deep RL Bootcamp labs from UC Berkeley

Language: Jupyter Notebook - Size: 5.86 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 3 - Forks: 1

AutomateWithGautam/Optimal-path-of-Unknown-environment-with-Deep-Q-Learning-algorithm-

Path finding of a doubly Q network with using social choice theory and improved classical Q learning algorithm . uses Tensorflow and pygame

Language: Python - Size: 719 KB - Last synced: about 2 months ago - Pushed: about 4 years ago - Stars: 1 - 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: 24 days ago - Pushed: 7 months ago - Stars: 11 - Forks: 0

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: 2 months ago - Pushed: 4 months ago - Stars: 211 - Forks: 41

keon/deep-q-learning 📦

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

Language: Python - Size: 1.77 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 1,249 - Forks: 451

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: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

SamuReyes/LunarLanderRL

Genetic algorithm to select the weights of a MLP to play lunar lander using Reinforcement Learning.

Language: Jupyter Notebook - Size: 12.2 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

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: 3 months ago - Pushed: 3 months ago - Stars: 22 - Forks: 5

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: 3 months ago - Pushed: 5 months ago - Stars: 16 - Forks: 2

yatshunlee/qwop_RL

QWOP agent

Language: Python - Size: 631 KB - Last synced: 18 days ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

gsiatras/TUC_Reinforcement_Deep_Learning_Algorithms_in_Poker Fork of datamllab/rlcard

Reinforcement learning algorithms in poker games

Language: Python - Size: 35 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 1

BepfCp/RL-pytorch

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

Language: Python - Size: 30.8 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 21 - Forks: 3

jonasmaertens/TASEP

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

Language: TeX - Size: 573 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 2 - Forks: 1

dongminlee94/deep_rl

PyTorch implementation of deep reinforcement learning algorithms

Language: Python - Size: 30.2 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 482 - Forks: 66

SlimShadys/ReinforcementLearning Fork of KRLGroup/RL_2023

This repo contains all the praticals/homeworks assigned during the Reinforcement Learning course held by Prof. Roberto Capobianco at the AI & Robotics Master's Degree at University of Sapienza @ Rome, Italy.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

Alwaysproblem/newbiesRL

Naive implementations of deep reinforcement learning algorithms

Language: Python - Size: 10.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

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: 4 months ago - Pushed: 6 months ago - Stars: 4 - Forks: 0

yassineboujrada/Self_Driving_Car_By_DDQN_Algorithm

Language: Python - Size: 1.54 MB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 0

hutanmihai/reinforcement-learning-skiing

⛷ DQN and DDQN algorithms for OpenAI Gym Skiing environment 🎮

Language: Python - Size: 20.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

Amin-Sz/Deep-Reinforcement-Learning

Language: Python - Size: 204 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 6 - Forks: 1

chinancheng/DDQN.pytorch

DDQN inplementation on PLE FlappyBird environment in PyTorch.

Language: Python - Size: 10.4 MB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 20 - Forks: 6

blackredscarf/pytorch-DQN

Using pytorch to implement DQN / DDQN / Atari DDQN

Language: Python - Size: 18.6 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 32 - Forks: 14

wiitt/DQN-Car-Racing

Implementation of DQN and DDQN algorithms for Playing Car Racing Game

Language: Jupyter Notebook - Size: 16.4 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

MaviVestini/RL_HW3

Third homework for the Reinforcement Learning course

Language: Python - Size: 318 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

FelipeMarcelino/2048-Gym

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

Language: Python - Size: 515 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 81 - Forks: 14

alamminsalo/snakewasm

Snake game with neural network AI model

Language: Rust - Size: 8.63 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 38 - Forks: 0

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: 22 days ago - Pushed: 22 days ago - Stars: 5 - Forks: 1

connor-john/DQN-pytorch

Collection of various DQN implementations from papers

Language: Python - Size: 11.7 MB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

Rmko4/RL-Catch-Value-Based

Deep Reinforcement Learning: Value-Based methods. An implementation of DQN, DDQN, Dueling Architectures, DQV, DQV-Max on the PyTorch Lightning framework.

Language: Python - Size: 691 KB - Last synced: 12 days ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

ColinCee/GVGAI-Dissertation

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

frankibem/reinforcement-learning

Implementation of reinforcement learning algorithms with descriptions for beginners.

Language: Jupyter Notebook - Size: 818 KB - Last synced: 2 months ago - Pushed: about 7 years ago - Stars: 8 - Forks: 1

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: 7 months ago - Pushed: about 4 years ago - Stars: 496 - Forks: 148

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

yatshunlee/pacman_RL

Ms Pacman DDQN Agent

Language: Jupyter Notebook - Size: 523 MB - Last synced: 18 days ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

ZLkanyo009/flappy-bird-tensorflow2-DQN

DQN flappy bird with tensorflow2

Language: Python - Size: 20 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 13 - Forks: 4

ZLkanyo009/Pong-Reinforcement-Learning

Pong-Reinforcement-Learning Here

Language: Python - Size: 729 KB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

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: 8 months ago - Pushed: 8 months ago - Stars: 17 - Forks: 3

mayankiitg/TrafficLight-RL

Control Traffic lights intelligently with Reinforcement Learning!

Language: Jupyter Notebook - Size: 3.26 MB - Last synced: 2 months ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 5

gsurma/atari

AI research environment for the Atari 2600 games 🤖.

Language: Python - Size: 27 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 245 - Forks: 80

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

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: 9 months ago - Pushed: 9 months ago - Stars: 32 - Forks: 7

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: 9 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

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: 2 months ago - Pushed: over 1 year ago - Stars: 10 - Forks: 1

raklokesh/UnimanualReaching_Simulation

Reinforcement learning of point to point reaching

Language: Python - Size: 1.3 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

mattjmattj/php-rl

A basic reinforcement learning library in PHP

Language: PHP - Size: 50.8 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

hridayns/Research-Project-on-Reinforcement-learning

Research Thesis - Reinforcement Learning

Language: Python - Size: 81.1 KB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 3 - Forks: 1

ktzsh/DeepRLTensorflow

Implementation of DQN, DDQN and DRQNs for Atari Games in Tensorflow. [Work in Progress]

Language: Python - Size: 172 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

dxv2k/RLComp2020

Language: Jupyter Notebook - Size: 810 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

notsamdonald/MaRLo

Various Deep RL models applied to Super Mario Bros

Language: Python - Size: 661 KB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

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

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: 9 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 4

sadighian/baselines Fork of openai/baselines

Deep Reinforcement Learning research experiment using OpenAI Baselines'

Language: Python - Size: 5.98 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

nimishsantosh107/Reinforcement-Learning

Reinforcement learning algorithms and solved gym environments.

Language: Jupyter Notebook - Size: 63.7 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

Danfoa/commons_game

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

Language: Python - Size: 1.35 MB - Last synced: 5 months ago - Pushed: about 4 years ago - Stars: 9 - Forks: 0

romanycc/NYCU_DLP_2023

NYCU DLP 2023

Language: Python - Size: 17.1 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

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: about 1 year ago - Pushed: about 3 years ago - Stars: 24 - Forks: 8

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: about 1 year ago - Pushed: almost 2 years ago - Stars: 15 - 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: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

Duck-Drivers-2K21/rl-coursework

UoB Reinforcement Learning Coursework (CM30359) - Awarded 72%

Language: Python - Size: 182 KB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

awilliea/Risk-based_RL_for_Optimal_Trading_Execution

Language: Python - Size: 3.11 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 15 - Forks: 5

rram12/Lane-Change-Assistance-System

A Reinforcement Learning based approach for Lane change assistance system

Language: Python - Size: 11.7 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

vformanyuk/reinforcement-learning

Collection of reinforcement learning algorithms implementations with TensorFlow2

Language: Python - Size: 278 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 2

deepanshut041/Reinforcement-Learning

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

Language: Jupyter Notebook - Size: 49.5 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 60 - Forks: 26

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: about 1 year ago - Pushed: over 1 year ago - Stars: 32 - Forks: 11

SpringerNLP/Chapter13

Chapter 13: Deep Reinforcement Learning for Text and Speech

Language: Jupyter Notebook - Size: 15.3 MB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 8 - Forks: 5

weixu000/rl_tensorflow 📦

DQN, Double DQN, Dueling Network

Language: Python - Size: 143 KB - Last synced: about 1 year ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 0

Introduction-to-Machine-Learning-Team4/CrossyRoadPlayer

Asynchronous Advantage Actor-Critic (A3C) algorithm for Crossy Road

Language: Python - Size: 599 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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: about 1 year ago - Pushed: over 1 year ago - Stars: 15 - Forks: 2

thoth2357/Super-Mario-Bros-Different-DRL-Agents

A Reinforcement Learning for playing super mario bros using double dqn network

Language: Python - Size: 225 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - 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: about 1 year ago - Pushed: almost 2 years ago - Stars: 11 - Forks: 0

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

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: about 1 year ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 2

Related Keywords

ddqn 131 dqn 94 reinforcement-learning 85 pytorch 41 deep-reinforcement-learning 39 deep-learning 25 ppo 19 ddpg 19 dueling-dqn 17 tensorflow 17 python 16 a2c 14 sac 14 machine-learning 13 td3 13 openai-gym 13 prioritized-experience-replay 12 rl 11 gym 11 double-dqn 10 atari 10 keras 9 a3c 8 neural-network 7 q-learning 7 deep-q-network 6 prioritized-replay 6 tensorflow2 6 artificial-intelligence 6 dueling-ddqn 6 gym-environment 6 sarsa 6 reinforcement-learning-algorithms 6 atari2600 6 dqn-pytorch 5 actor-critic 5 policy-gradient 5 trpo 5 deep-q-learning 5 qlearning 5 mountaincar-v0 4 drqn 3 deep-rl 3 lunarlander-v2 3 cartpole 3 openai 3 proximal-policy-optimization 3 pytorch-rl 3 lunar-lander 3 ddqn-lunar-lander 3 deeplearning 3 noisynet-dqn 3 cartpole-v0 3 maddpg 3 ddqn-pyotrch 3 monte-carlo 3 ddpg-algorithm 3 vpg 3 neural-networks 3 policy-iteration 3 reinforce 3 experience-replay 3 atari-games 3 ai 3 qr-dqn 3 doom 2 openai-gym-environments 2 model-free-rl 2 dddqn 2 pytorch-implementation 2 convolutional-neural-networks 2 gym-environments 2 resnet 2 mario-bros 2 reinforcement-learning-environments 2 soft-actor-critic 2 n-step-return 2 space-invaders 2 per 2 trading-bot 2 vizdoom 2 tf-agents 2 reward-shaping 2 deep-neural-networks 2 pong 2 flappy-bird 2 acktr 2 bipedalwalker 2 ml-agents 2 rnd 2 deep-recurrent-q-network 2 keras-rl 2 d3qn 2 dueling-network-architecture 2 mountaincar 2 javascript 2 game 2 2048 2 reinforcement-learning-agent 2 value-iteration 2