An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture

This study explores the design and capabilities of a Geographic Information System (GIS) incorporated with an expert knowledge system, tailored for tracking and monitoring the spread of dangerous diseases across a collection of fish farms. Specifically targeting the aquacultural regions of Greece, t...

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Bibliographic Details
Main Authors: Aristeidis Karras, Christos Karras, Spyros Sioutas, Christos Makris, George Katselis, Ioannis Hatzilygeroudis, John A. Theodorou, Dimitrios Tsolis
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Information
Subjects:
Geographical Information Systems
reinforcement learning
Q-Learning
Multi-Armed Bandit
disease transmission
aquaculture
Online Access:https://www.mdpi.com/2078-2489/14/11/583

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