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Continual And Reinforcement Learning For Edge Ai Framework Foundation And Algorithm Design 1st Edition Hang Wang

  • SKU: BELL-235749392
Continual And Reinforcement Learning For Edge Ai Framework Foundation And Algorithm Design 1st Edition Hang Wang
$ 35.00 $ 45.00 (-22%)

4.8

104 reviews

Continual And Reinforcement Learning For Edge Ai Framework Foundation And Algorithm Design 1st Edition Hang Wang instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 5.05 MB
Pages: 265
Author: Hang Wang, Sen Lin, Junshan Zhang
ISBN: 9783031843624, 3031843622
Language: English
Year: 2025
Edition: 1

Product desciption

Continual And Reinforcement Learning For Edge Ai Framework Foundation And Algorithm Design 1st Edition Hang Wang by Hang Wang, Sen Lin, Junshan Zhang 9783031843624, 3031843622 instant download after payment.

This book presents a survey of recent research progress, with ‘bias’ towards our own research efforts in edge AI, from supervised learning to reinforcement learning. we first introduce the background and the motivation of continual learning in edge AI, followed by the potential frameworks and design considerations therein. Next, we identify and provide a detailed overview of key machine learning technologies to enable continual learning and reinforcement learning for edge AI. To better demonstrate the research directions and problems in edge continual AI, we also showcase four of our own research projects and summarize the recent progress in this field. We discuss the promising applications and future research opportunities at the end.

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