A Unifying Framework for Formal Theories of Novelty is popular PDF and ePub book, written by Terrance Boult in 2023-08-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, A Unifying Framework for Formal Theories of Novelty can be Read Online from any device for your convenience.
A Unifying Framework for Formal Theories of Novelty Book PDF Summary
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.
Detail Book of A Unifying Framework for Formal Theories of Novelty PDF
- Author : Terrance Boult
- Release : 01 August 2023
- Publisher : Springer Nature
- ISBN : 9783031330544
- Genre : Computers
- Total Page : 119 pages
- Language : English
- PDF File Size : 9,7 Mb
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