Del i serien Synthesis Lectures on Computer Vision
Unifying Framework for Formal Theories of Novelty
Discussions, Guidelines, and Examples for Artificial Intelligence
Häftad, Engelska, 2024
589 kr
Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.
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.
Produktinformation
- Utgivningsdatum2024-08-03
- Mått168 x 240 x 8 mm
- Vikt229 g
- FormatHäftad
- SpråkEngelska
- SerieSynthesis Lectures on Computer Vision
- Antal sidor110
- FörlagSpringer International Publishing AG
- ISBN9783031330568
- OriginaltitelImpossibility Results for Distributed Computing