Deep Learning for Autonomous Vehicle Control: Algorithms, State-of-the-Art, and Future Prospects (Synthesis Lectures on Advances in Automotive Technology)

Price: $21.01
(as of Dec 17,2024 20:30:14 UTC – Details)

Publisher ‏ : ‎ Morgan & Claypool Publishers (August 8, 2019)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 82 pages
ISBN-10 ‏ : ‎ 1681736160
ISBN-13 ‏ : ‎ 978-1681736167
Item Weight ‏ : ‎ 12.2 ounces
Dimensions ‏ : ‎ 7.5 x 0.25 x 9.25 inches

Deep Learning for Autonomous Vehicle Control: Algorithms, State-of-the-Art, and Future Prospects (Synthesis Lectures on Advances in Automotive Technology)

In recent years, deep learning has emerged as a powerful tool for solving complex problems in various domains, including autonomous vehicle control. This book provides a comprehensive overview of the algorithms, state-of-the-art techniques, and future prospects of deep learning in the field of autonomous vehicle control.

The book covers a range of topics, including deep reinforcement learning, convolutional neural networks, recurrent neural networks, and generative adversarial networks, all of which have been successfully applied to autonomous vehicle control. The authors discuss how these algorithms can be used to improve perception, decision-making, and control in autonomous vehicles, leading to safer and more efficient transportation systems.

Furthermore, the book explores the challenges and limitations of current deep learning approaches in autonomous vehicle control, as well as potential future research directions. The authors highlight the importance of developing robust and reliable algorithms that can handle complex and dynamic environments, while also considering ethical and societal implications of autonomous vehicles.

Overall, this book provides a valuable resource for researchers, engineers, and policymakers interested in the latest advancements in deep learning for autonomous vehicle control. With its in-depth analysis of algorithms, state-of-the-art techniques, and future prospects, this book is a must-read for anyone looking to stay at the forefront of automotive technology.
#Deep #Learning #Autonomous #Vehicle #Control #Algorithms #StateoftheArt #Future #Prospects #Synthesis #Lectures #Advances #Automotive #Technology