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Industry 4.0 in Small and Medium-Sized Enterprises (SMEs)
book

Industry 4.0 in Small and Medium-Sized Enterprises (SMEs)

by Ketan Kotecha, Satish Kumar, Arunkumar Bongale, R. Suresh
March 2022
Intermediate to advanced content levelIntermediate to advanced
216 pages
6h 43m
English
CRC Press
Content preview from Industry 4.0 in Small and Medium-Sized Enterprises (SMEs)

5 A Multi-Agent Reinforcement Learning Approach for Spatiotemporal Sensing Application in Precision Agriculture

T. A. Tamba

DOI: 10.1201/9781003200857-5

Contents

5.1 Introduction: Background and Driving Forces

5.2 System Model

5.2.1 Markov Decision Process and Reinforcement Learning

5.2.2 Multi-Agent Reinforcement Learning

5.3 A MARL-Based Area Coverage Method

5.3.1 Problem Description

5.4 A MARL-Based Area Coverage Approach with Inter-Agent Negotiation

5.4.1 Markov Game Model

5.4.2 Learning for Equilibrium Computation

5.4.3 A Numerical Simulation

5.5 Concluding Remarks

References

5.1 Introduction: Background and Driving Forces

Digital transformations within the realm of Industry 4.0 have introduced a paradigm shift in the management and ...

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Publisher Resources

ISBN: 9781000548969