qlearning-algorithm

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

spectrum task reinforcement-learning qlearning ai uav drone wildfire qlearning-algorithm marl

UpdatedJan 11, 2021
Python

AlirezaShamsoshoara /Reinforcement_Learning_Team_Q_learnig_MARL_Multi_Agent_UAV_Spectrum_task

Star68

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

spectrum reinforcement-learning ai uav drone wildfire qlearning-algorithm multiagent-reinforcement-learning marl

UpdatedJan 30, 2021
Python

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

Star40

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

deep-neural-networks reinforcement-learning keras qlearning-algorithm cost-optimization experience-replay deepq-learning

UpdatedOct 23, 2020
Jupyter Notebook

mazzzystar /QLearningMouse

Star37

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

reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-excercises qlearning-algorithm

UpdatedJun 21, 2020
Python

EsratMaria /Reinforcement-Learning_for_Energy_Minimization_Using_CLoudsim

Star28

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

java machine-learning reinforcement-learning research-project energy-consumption cluster-computing qlearning-algorithm cloudsim-simulator planetlab

UpdatedFeb 20, 2024
HTML

Vansh404 /PathPlanning_withRL

Star16

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

reinforcement-learning path-planning artificial-intelligence temporal-differencing-learning qlearning-algorithm

UpdatedOct 28, 2022
Python

jbp261 /Indoor-Navigation-and-Localization

Star15

Indoor navigation using deep Q reinforcement learning

deep-learning numpy pandas sns data-visualization reinforcement-learning-algorithms data-analysis matplotlib keras-tensorflow qlearning-algorithm

UpdatedAug 10, 2018
Jupyter Notebook

hjorvardr /RL_Library

Star13

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

reinforcement-learning qlearning openai-gym dqn cartpole reinforcement-learning-algorithms sarsa ensemble-learning taxi ddqn qlearning-algorithm frozenlake frozenlake-v0 cartpole-v0 mountaincar mountaincar-v0

UpdatedFeb 7, 2019
Python

zaid-24 /The-RL-Agent

Star13

path planning using Q learning algorithm

reinforcement-learning qlearning-algorithm gridworld-environment dyna-q sarsa-algorithm

UpdatedOct 12, 2023
Python

abdalla1912mohamed /Deep_reinforcement_learning_Bachelor_project

Star11

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

python deep-neural-networks reinforcement-learning deep-learning navigation simulation mapping openai-gym pandas q autonomous-vehicles qlearning-algorithm pathplanning gridworld-environment dynaq deepq-learning

UpdatedOct 29, 2024
Python

eantcal /nunn

Star11

Collection of Machine Learning Algorithms

windows macos linux machine-learning deep-neural-networks qlearning neural-network machine-learning-algorithms modern-cpp mnist reinforcement-learning-algorithms sarsa tictactoe handwritten-digits multilayer-perceptron-network qlearning-algorithm cplusplus-17 multilayer-perceptron xor-problem ocr-test

UpdatedMay 11, 2024
C++

omerbsezer /Qlearning_MountainCar

Star10

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

reinforcement-learning openai-gym qlearning-algorithm

UpdatedMar 20, 2018
Python

Ogunfool /ConditionBasedMaintenancePlanner_RLApproach

Star9

It contains a python-based survival analysis model to study the lifetime of machines in a 3-unit flowline production system, The simulation environment to be used with the RL algorithm for maintenance planning, Q-learning algorithm based maintenance policy, corrective and preventive maintenance policy simulations for comparison.

python planner object-oriented-programming qlearning-algorithm