qlearning-algorithm | Topic | Ecosyste.ms: Repos

Topic: "qlearning-algorithm"

philtabor/Youtube-Code-Repository

Repository for most of the code from my YouTube channel

Language: Python - Size: 42.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 761 - Forks: 465

lukovicaleksa/autonomous-driving-turtlebot-with-reinforcement-learning

Implementation of Q-learning algorithm and Feedback control for the mobile robot (turtlebot3_burger) in ROS.

Language: Python - Size: 8.86 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 114 - Forks: 30

philtabor/Reinforcement-Learning-In-Motion

Code repository for my course on the fundamentals of reinforcement learning

Language: Python - Size: 1.97 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 89 - Forks: 53

AlirezaShamsoshoara/Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning

An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning

Language: Python - Size: 366 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 45 - Forks: 15

AlirezaShamsoshoara/Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task

A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach

Language: Python - Size: 17.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 43 - Forks: 17

mazzzystar/QLearningMouse

Cat-and-Mouse game with Reinforcement Learning (Q-Learning).

Language: Python - Size: 767 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 37 - Forks: 8

Phoenix-Shen/ReinforcementLearning

强化学习算法库，包含了目前主流的强化学习算法(Value based and Policy basd)的代码，代码都经过调试并可以运行

Language: Python - Size: 20.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 32 - Forks: 8

EsratMaria/Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim

Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.

Language: HTML - Size: 28.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 6

LaurentVeyssier/Minimize-Energy-consumption-with-Deep-Learning-model

Use Deep Q-Learning model to optimize energy consumption of a data center

Language: Jupyter Notebook - Size: 4.27 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 12

eantcal/nunn

Collection of Machine Learning Algorithms

Language: C++ - Size: 13.3 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0

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

omerbsezer/Qlearning_MountainCar 📦

Mountain Car problem solving using RL - QLearning with OpenAI Gym Framework

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 10

Elmar999/Q-learning-OpenAI-Taxi-V2

Taxi-v2 game using Q learning algorithm

Language: Jupyter Notebook - Size: 60.5 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 0

zaid-24/The-RL-Agent

path planning using Q learning algorithm

Language: Python - Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

CodeMaxx/Safe-RL-Pacman

Reinforcement Learning Course Project - IIT Bombay Fall 2018

Language: Python - Size: 9.04 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 3

CEDL2017/homework2-MDPs

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

Language: Jupyter Notebook - Size: 331 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 44

Vansh404/PathPlanning_withRL

Using Q-Learning Control for path planning of mobile agents in an enviroment.

Language: Python - Size: 137 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

abdalla1912mohamed/Deep_reinforcement_learning_Bachelor_project

Deep Reinforcement Learning navigation of autonomous vehicles. Implementation of deep-Q learning, dyna-Q learning, Q-learning agents including SSMR(Skid-steering_mobile robot) Kinematics in various OpenAi gym environments

Language: Python - Size: 8.58 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

To-jak/Deep-Q-Learning_TRON

[2019 project] Using deep reinforcement learning to train AIs to play TRON

Language: Python - Size: 6.24 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 3

InduManimaran/Bomberman

Simulation of the classic game Bomberman using Q-Learning algorithm

Language: Python - Size: 8.14 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 3

ArkS0001/CloudSim-QWhale-SARSAWhale-Hybrid-Optimization

Developed By "Perfect Cube"

Language: Java - Size: 210 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

davestroud/Q-Learning

Q-Learning and Deep Q-Learning Demo

Language: Python - Size: 3.71 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

Venka97/Smartcab

Smartcab is a project which utilizes Reinforcement learning techniques to implement a self driving agent in a simplified world. It uses Q-learning algorithm to guide the agent while tackling the environmental constraints.

Language: HTML - Size: 396 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 1

NitishMutha/Reinforcement-Learning-Atari-Games

Q-Learning based Reinforcement Learning implementation, make AI self-learn to play Cartpole and 3 Atari games (Boxing, Pong, Pacman)

Language: Python - Size: 49 MB - Last synced at: 10 days ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 0

mynkpl1998/Save-me-AI

Implementation of Deep Q-Learning to Learn how to play a simple game written in python.

Language: Python - Size: 37.5 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 3

DamiPayne/Pong-RNN-Implementation

Using pygame to create a 2d pong game, then using gym and tensorflow to read the pixels on the screen using a CNN and then model the actions with a Qlearning RNN to beat the ai opponent

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 4 - Forks: 1

Ashleshk/Machine-Learning-Data-Science-Deep-Learning

This Repository Consists All Courses, Projects and Online Learning Done in Context of Machine learning, Data Sceince And Deep Learning From Various Sources like Youtube, Coursera, Udemy And WEbsites like Scikit, Keras

Language: Jupyter Notebook - Size: 118 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

lpapailiou/tictactoe

A tic tac toe game in java, which can be trained by machine learning (console & gui).

Language: Java - Size: 1.77 MB - Last synced at: 26 days ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

i01000101/Q-Learning-Visualizer

An AI that learns to solve mazes with Q-Learning algorithm 🧠

Language: JavaScript - Size: 7.65 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

nitish-kalan/MountainCar-v0-Deep-Q-Learning-DQN-Keras

Solving MountainCar-v0 environment in Keras with Deep Q Learning an Deep Reinforcement Learning algorithm

Language: Python - Size: 911 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

jalajthanaki/Q_learning_for_simple_atari_game

This repository contains the code which can help us to understand how q-learning algorithm can be applied to build simple video game bot.

Language: Python - Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

Hsn37/MazeQLearning

The AI solves a maze using Q Learning

Language: Python - Size: 186 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

Keyvanhardani/KLearning

Dieses Projekt implementiert ein Q-Learning-Modell in C#. Es trainiert ein Modell basierend auf definierten Zuständen und Aktionen und speichert die Belohnungen pro Episode in einer JSON-Datei. Zusätzlich wird ein Python-Skript verwendet, um die Ergebnisse zu visualisieren.

Language: C# - Size: 963 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

pmarangone/crawler

Custom homemade replica of Berkeley's CS188 class implemented in C++, wxWidgets

Language: C++ - Size: 1.58 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Polaris000/DotsNBoxesQLearning

A series of experiments on the performance of Q-Learning Agents in the Dots and Boxes game.

Language: Java - Size: 656 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

primaryobjects/qlearning

A game using Q-Learning artificial intelligence.

Language: JavaScript - Size: 39.1 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 4

arjunmann73/Intelligent-Targetting-QLearning

:gun: Intelligent Targeting based on Q Learning

Language: Python - Size: 10.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

djhepker/ai-checkers

Checkers with Data Structures and AI integration. Q-Learning. Custom linked lists, Java records

Language: Java - Size: 44.4 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

imankarimi/snake-game-ai

This project implements the classic Snake game with a reinforcement learning agent that learns how to play using a Replay Q-Network (RQN) and Linear Q-Learning. The agent is trained through trial and error by receiving rewards for beneficial actions and penalties for harmful actions

Language: Python - Size: 572 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

ShivamGupta92/Reinforcement_learning_SnakeGameAI

Deep Q-Networks (DQN) to train an AI agent to play the Snake game. The AI controls the snake, making decisions in real-time to maximize its score while avoiding collisions. The agent learns to improve its performance by playing multiple games and adjusting its strategy based on rewards and penalties.

Language: Python - Size: 1.02 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

teeross/algorithmic-collusion-with-duopoly-and-oligopoly

Replication of Algorithmic collusion in Duopoly and Oligopoly models

Language: Python - Size: 67.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

edvein-rin/ml-candy-crush

Candy crush with ML models solvers and companions.

Language: Python - Size: 54.7 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Alberto-00/Super-Mario-Bros-AI

The following project concerns the development of an intelligent agent for the famous game produced by Nintendo Super Mario Bros. More in detail: the goal of this project was to design, implement and train an agent with the Q-learning reinforcement learning algorithm.

Language: Python - Size: 28.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

pareshrchaudhary/qlearningtrajectory

Deep Q Learning is used to learn trajectory

Language: Jupyter Notebook - Size: 6.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ET-TOUNANI/Qlearning

Q-learning is a model-free reinforcement learning algorithm to learn the value of an action in a particular state. It does not require a model of the environment (hence "model-free"), and it can handle problems with stochastic transitions and rewards without requiring adaptations.

Language: Java - Size: 2.69 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

matriley/Pong-Reinforcement-Learning

This is a simple implementation of Pong game using Pygame and Reinforcement Learning.

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

bbrdthierry/custom-gym-env-for-graph-theory-conjectures

Custom OpenAI Gym reinforcement learning environment for Conway's 99-graph problem

Language: Python - Size: 13.7 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

LeLaboDuGame/SimplePyQLearning

A simple python lib to do QLearning

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

falcon-head/PSA-TicTacToe

Final project for INFO6205 - Program Structure And Algorithm

Language: Python - Size: 18.9 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

ayush29/Game-of-Pac-Man-RL

Pac-Man RL Agent

Language: Python - Size: 177 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Silviatulli/altermax

two-agents setting with minmax planner for counterfactual explanations - Learning from Explanations and Demonstrations: A Pilot Study

Language: Jupyter Notebook - Size: 1.19 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

serenaraju/Pragmatic-Implementation-Reinforcement-Learning-Path-Planning-Raspberry-Pi-Bot

Code for a robot which can implement Reinforcement Learning Algorithms for Path Planning.

Language: Python - Size: 60 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

ritikverma2000/Path-Predictor

This is a simple project based on reinforcement learning which is a type of machine learning technique. A bot is assigned a task to reach the destination from the source.

Language: Python - Size: 1.04 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

e-wallace/RL

SARSA and Q-Learning in Grid World

Language: Python - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

yahsiuhsieh/frozen-lake

Value Iteration, Policy Iteration, and Q-Learning in Frozen lake gym env

Language: Python - Size: 170 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

niobiumneo/Nim.ai

Artificial intelligence system that plays a game of Nim against you!

Language: Python - Size: 12.7 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

ericmok/reinforcement-learning-toys-kt

A visualizer for reinforcement learning algorithms for learners

Language: Kotlin - Size: 3.92 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

Bartosz-D3V/FrozenLake_v0

FrozenLake - OpenAI's exercise resolved with Q-learning algorithm

Language: Java - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Triple-L/Q-learning_wind_road

Language: Python - Size: 351 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

AndreeaMusat/machine_learning

Language: Jupyter Notebook - Size: 25.2 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

atasoglu/Q-Learning-Algorithm

An applied Q-Learning Algorithm for path finding via JavaScript and p5.js library.

Language: JavaScript - Size: 154 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

prajwalsouza/QLearning

Some Experiments with QLearning

Language: HTML - Size: 36.1 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 2

shubhamjha97/simple_q_learning

A simple MATLAB implementation of the Q-Learning algorthm.

Language: Matlab - Size: 35.2 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

KaavyaRekanar/Applied_Artificial_Intelligence

Intention: should independently be able to demonstrate knowledge of the most basic methods within game AI field and able to reason around its historical development in relation to applications

Language: Java - Size: 387 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

JeanBaptiste02/Q-Maze-Explorer

Reinforcement Learning - Q learning algorithm implementation

Language: Python - Size: 204 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

pixelcaliber/q-learning

Q-learning agent: a type of reinforcement learning algorithm where an agent learns to take actions in an environment by maximizing a cumulative reward.

Language: Python - Size: 55.7 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Faycal214/RL-algorithms

This repository contains implementations of various reinforcement learning algorithms, including Q-Learning, Deep Q Networks (DQN), Policy Gradient methods, and more. Explore, learn, and apply these algorithms to solve challenging problems in AI and machine learning.

Language: Python - Size: 260 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

alexkalergis/Robot-writing-via-Reinforcement-Learning

• Machine Learning • Master Thesis • In this project we aim to create a virtual environment of a 2DOF robot learning handwriting via reinforcement learning.

Language: Python - Size: 28.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

frederikgramkortegaard/hyper-q

Automated analysis of hyperparameter configurations for n-step Q-Learning reinforcement agents

Language: Python - Size: 521 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Camebush/pong-pygame

Créer un jeu vidéo (Pong) avec Python et Machine Learning | Pygame | Q-learnning | Apprentissage supervisé

Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shrinidhi1/Optimal-Placement-of-VNFs-and-SFC-in-Edge-Computing-Environment

Optimal Placement of VNFs using Genetic & Tabu Search Algorithms and Service Function Chaining using Q-Learning & SARSA Algorithms in an Multi-Access Edge Computing Environment

Language: Jupyter Notebook - Size: 193 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Gratic/TicTacToe_QLearning

Playable Tic Tac Toe game against AI Q-Learning agent.

Language: Python - Size: 1.96 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

washwin/Artificial-Intelligence-lab

A collection of ai algorithms

Language: Python - Size: 7.82 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

renan-siqueira/reinforcement-learning-cart-pole

This repository provides implementations of a Q-learning agent to balance a pole on a cart.

Language: Python - Size: 1000 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

christy-jose01/Pacman-AI

This is using the UC Berkeley codebase for the PacMan AI project. This project utilizes search algorithms for artificial intelligence agents, and utilizes reinforcement learning.

Language: Python - Size: 340 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AthenaHelali/Connect-Four

Implementing a game environment and Q-learner for Connect Four

Language: Python - Size: 126 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

stylepatrick/FlapPyBird Fork of sourabhv/FlapPyBird

A Flappy Bird Clone using python-pygame with Q-Learning AI.

Language: Python - Size: 9.5 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

matriley/Rock-Paper-Scissors-with-Q-learning

This is a version of a Python implementation of the classic game of Rock-Paper-Scissors using the Q-learning algorithm.

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

lam843/Q_learning

it's a simple path planning using Python and a Q Learning algorithm

Language: Jupyter Notebook - Size: 64.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sidsharma22/reinforcementlearning

Language: Python - Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

karotka99/ReinforcementLearning

Here You can find projects connected with Reinforcement Learning

Language: Jupyter Notebook - Size: 447 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ameliacode/Intro2AI 📦

🔚 2021-1st Introduction to AI lecture repository

Language: Python - Size: 1.61 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

followthefourleafedclover/Q-Learning-Model-Java

A Q Learning Model implemented in java used for MIT Battlecode 2023

Language: Java - Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

TUJJIEVE/Reinforcement-Learning-Pacman

Language: Jupyter Notebook - Size: 553 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

williamcfrancis/RL-Q-Learning-on-the-Cart-Pole-Challenge

Python implementation of the Q Learning algorithm with the DDQN trick on OpenAI's version of the cart-pole problem

Language: Python - Size: 8.79 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

captnofdead/Connect4_Game

This repository contains an implementation of the game Connect4 and two AI agents for playing the game. One is the Monte Carlo Tree Search algorithm. The other uses the Q-learning algorithm. These agents were developed to demonstrate the effectiveness of these algorithms in solving the Connect4 game..

Language: Python - Size: 24.4 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0