A Unifying Framework for Formal Theories of Novelty, Kartoniert / Broschiert
A Unifying Framework for Formal Theories of Novelty
Buch
- Discussions, Guidelines, and Examples for Artificial Intelligence
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Aktueller Preis: EUR 42,66
- Herausgeber:
- Walter Scheirer, Terrance Boult
- Verlag:
- Springer Nature Switzerland, 08/2024
- Einband:
- Kartoniert / Broschiert, Paperback
- Sprache:
- Englisch
- ISBN-13:
- 9783031330568
- Artikelnummer:
- 11937159
- Umfang:
- 128 Seiten
- Nummer der Auflage:
- 2024
- Ausgabe:
- 2024
- Gewicht:
- 229 g
- Maße:
- 240 x 168 mm
- Stärke:
- 8 mm
- Erscheinungstermin:
- 3.8.2024
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
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Klappentext
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.
A Unifying Framework for Formal Theories of Novelty
Aktueller Preis: EUR 42,66