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Hardcover - 9783031330537
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Beschreibung
This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems. Dealing with novelty, things not previously seen by a system, is a critical issue for building vision-systems and general intelligent systems. The book presents examples of using this framework to define and evaluate in multiple domains including image recognition image-based open world learning, hand-writing and author analysis, CartPole Control, Image Captioning, and Monopoly. Chapters are written by well-known contributors to this new and emerging field. In addition, examples are provided from multiple areas, such as machine-learning based control problems, symbolic reasoning, and multi-player games.
Discussions, Guidelines, and Examples for Artificial Intelligence
Discussions, Guidelines, and Examples for Artificial Intelligence
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 03. August 2024 |
| Maße | 24 cm x 16.8 cm |
| Gewicht | 229 Gramm |
| Format | Softcover |
| ISBN-13 | 9783031330568 |
| Seiten | 110 |
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