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A Unifying Framework for Formal Theories of Novelty
Discussions, Guidelines, and Examples for Artificial Intelligence
43,45 €
+ 86 points
Description
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.
Spécifications
Parties prenantes
- Editeur:
Contenu
- Nombre de pages :
- 110
- Langue:
- Anglais
- Collection :
Caractéristiques
- EAN:
- 9783031330537
- Date de parution :
- 02-08-23
- Format:
- Livre relié
- Format numérique:
- Genaaid
- Dimensions :
- 173 mm x 130 mm
- Poids :
- 340 g
Seulement chez Librairie Club
+ 86 points sur votre carte client de Librairie Club
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