Artículos relacionados a Applications of Machine Learning in UAVs

Applications of Machine Learning in UAVs - Tapa blanda

BANSAL, Dr. PAYAL

 
9786207455515: Applications of Machine Learning in UAVs
Tapa blanda
ISBN 10: 6207455517 ISBN 13: 9786207455515
Editorial: LAP LAMBERT Academic Publishing, 2023

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2023
Idioma
Inglés
ISBN 10 
6207455517
ISBN 13 
9786207455515
Encuadernación
Tapa blanda
Número de páginas
72
Contacto del fabricante
no disponible
Persona responsable
no disponible