株式会社極東書店トップ ＞ 商品一覧 ＞ Continual and Reinforcement Learning for Edge AI: Framework, Foundation, and Algorithm Design.
商品詳細
Continual and Reinforcement Learning for Edge AI: Framework, Foundation, and Algorithm Design.
・ISBN 978-3-031-84362-4 hard EUR 39.99
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| 著者・編者 | Wang, Hang / Lin, Sen / Zhang, Junshan, |
|---|---|
| シリーズ | (Synthesis Lectures on Learning, Networks, and Algorithms) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2025 |
| ページ数 | 265 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-89356＞ |
解説
This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices. The authors introduce readers to practical frameworks and in-depth algorithmic foundations. The book surveys the recent advances in the area, coming from both academic researchers and industry professionals. The authors also present their own research findings on continual and reinforcement learning for edge AI. The book also covers the practical applications of the topic and identifies exciting future research opportunities.