Applications of Machine Learning in UAVs - Couverture souple

BANSAL, Dr. PAYAL

 
9786207455515: Applications of Machine Learning in UAVs
Couverture souple
ISBN 10 : 6207455517 ISBN 13 : 9786207455515
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

This book describes the effect of various factors such as learning rate, discount factor and epsilon on the training ability of the drone to navigate from source to destination. The higher value of learning rate encourages the fast learning of the drone but here is risk of oscillation rather than converging and for the lower value of learning rate the drone learns slowly but converges steadily. This book work is mainly focused on implementation of the RL algorithms for the smaller areas. For larger complex areas these algorithms are less efficient so Deep Reinforcement learning can be used in future to make UAV more efficient for real-world implementation.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6207455517
ISBN 13 
9786207455515
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
Personne responsable
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