A Unifying Framework For Formal Theories Of Novelty
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A Unifying Framework For Formal Theories Of Novelty
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Author : Terrance Boult
language : en
Publisher: Springer Nature
Release Date : 2023-08-01
A Unifying Framework For Formal Theories Of Novelty written by Terrance Boult and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-01 with Computers categories.
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.
Document Analysis And Recognition Icdar 2021
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Author : Josep Lladós
language : en
Publisher: Springer Nature
Release Date : 2021-09-03
Document Analysis And Recognition Icdar 2021 written by Josep Lladós and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-03 with Computers categories.
This four-volume set of LNCS 12821, LNCS 12822, LNCS 12823 and LNCS 12824, constitutes the refereed proceedings of the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, held in Lausanne, Switzerland in September 2021. The 182 full papers were carefully reviewed and selected from 340 submissions, and are presented with 13 competition reports. The papers are organized into the following topical sections: scene text detection and recognition, document classification, gold-standard benchmarks and data sets, historical document analysis, and handwriting recognition. In addition, the volume contains results of 13 scientific competitions held during ICDAR 2021.
Autonomous Agents And Multiagent Systems Best And Visionary Papers
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Author : Francesco Amigoni
language : en
Publisher: Springer Nature
Release Date : 2024-03-29
Autonomous Agents And Multiagent Systems Best And Visionary Papers written by Francesco Amigoni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Computers categories.
This book contains visionary and best papers from the workshops held at the International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, held in London, UK, during May 29–June 2, 2023. The 12 regular papers, 5 best papers and 7 visionary papers, presented were carefully reviewed and selected from a total of more than 110 contributions to the workshops. They focus on emerging topics and new trends in the area of autonomous agents and multiagent systems and stem from the following workshops: - Workshop on Autonomous Robots and Multirobot Systems (ARMS) - Workshop on Adaptive and Learning Agents (ALA) - Workshop on Interdisciplinary Design of Emotion Sensitive Agents (IDEA) - Workshop on Rebellion and Disobedience in Artificial Intelligence (RaD-AI) - Workshop on Neuro-symbolic AI for Agent and Multi-Agent Systems (NeSyMAS) - Workshop on Multiagent Sequential Decision Making under Uncertainty (MSDM) - Workshop on Citizen-Centric Multi-Agent Systems (C-MAS)
Ai 2023 Advances In Artificial Intelligence
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Author : Tongliang Liu
language : en
Publisher: Springer Nature
Release Date : 2023-11-26
Ai 2023 Advances In Artificial Intelligence written by Tongliang Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-26 with Computers categories.
This two-volume set LNAI 14471-14472 constitutes the refereed proceedings of the 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, held in Brisbane, QLD, Australia during November 28 – December 1, 2023. The 23 full papers presented together with 59 short papers were carefully reviewed and selected from 213 submissions. They are organized in the following topics: computer vision; deep learning; machine learning and data mining; optimization; medical AI; knowledge representation and NLP; explainable AI; reinforcement learning; and genetic algorithm..
Lifelong And Continual Learning Dialogue Systems
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Author : Sahisnu Mazumder
language : en
Publisher: Springer Nature
Release Date : 2024-01-08
Lifelong And Continual Learning Dialogue Systems written by Sahisnu Mazumder and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-08 with Computers categories.
This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated interactions with their users and the working environments. The authors present the latest developments and techniques for building such continual learning dialogue systems. The book explains how these developments allow systems to continuously learn new language expressions, lexical and factual knowledge, and conversational skills through interactions and dialogues. Additionally, the book covers techniques to acquire new training examples for learning new tasks during the conversation. The book also reviews existing work on lifelong learning and discusses areas for future research.
Natural Novelty
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Author : Richard Boyle
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2015-12-15
Natural Novelty written by Richard Boyle and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-15 with Philosophy categories.
Novelty is real. Cause-effect relationships come into existence that cannot be attributed to repetition of the relationships that came before them. This idea is relevant to everything from historical sciences, philosophy, religion, to our own subjective experience. But why, in the most general possible sense, do new things happen? It is argued here that novelty results from a kind of “symbiosis” between systems that function in similar ways, but are made from different stuff. Similarly, novelty within consciousness derives from an interactive overlap between logical thought that is representable in language, and subjective thought that is not. These ideas are developed through a consideration of a conceptual history of the new, a logical formalization of how novelty occurs, a discussion of the relevance of novelty to scientific questions surrounding Earth, life and consciousness, and an integrative reading of the respective philosophies of Ludwig Wittgenstein and Martin Heidegger.
Theories Of Scientific Method
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Author : Robert Nola
language : en
Publisher: Routledge
Release Date : 2014-12-18
Theories Of Scientific Method written by Robert Nola and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-18 with Philosophy categories.
What is it to be scientific? Is there such a thing as scientific method? And if so, how might such methods be justified? Robert Nola and Howard Sankey seek to provide answers to these fundamental questions in their exploration of the major recent theories of scientific method. Although for many scientists their understanding of method is something they just pick up in the course of being trained, Nola and Sankey argue that it is possible to be explicit about what this tacit understanding of method is, rather than leave it as some unfathomable mystery. They robustly defend the idea that there is such a thing as scientific method and show how this might be legitimated. This book begins with the question of what methodology might mean and explores the notions of values, rules and principles, before investigating how methodologists have sought to show that our scientific methods are rational. Part 2 of this book sets out some principles of inductive method and examines its alternatives including abduction, IBE, and hypothetico-deductivism. Part 3 introduces probabilistic modes of reasoning, particularly Bayesianism in its various guises, and shows how it is able to give an account of many of the values and rules of method. Part 4 considers the ideas of philosophers who have proposed distinctive theories of method such as Popper, Lakatos, Kuhn and Feyerabend and Part 5 continues this theme by considering philosophers who have proposed naturalised theories of method such as Quine, Laudan and Rescher. This book offers readers a comprehensive introduction to the idea of scientific method and a wide-ranging discussion of how historians of science, philosophers of science and scientists have grappled with the question over the last fifty years.
Economic Prehistory
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Author : Gregory K. Dow
language : en
Publisher: Cambridge University Press
Release Date : 2023-01-05
Economic Prehistory written by Gregory K. Dow and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-05 with Business & Economics categories.
Demonstrates how economics can explain the transformation of human society from mobile foraging bands to the first city-states.
Music As Cultural Heritage And Novelty
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Author : Oana Andreica
language : en
Publisher: Springer Nature
Release Date : 2022-09-13
Music As Cultural Heritage And Novelty written by Oana Andreica and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-13 with Philosophy categories.
This book provides a multifaceted view on the relation between the old and the new in music, between tradition and innovation. This is a much-debated issue, generating various ideas and theories, which rarely come to unanimous conclusions. Therefore, the book offers diverse perspectives on topics such as national identities, narrative strategies, the question of musical performance and musical meaning. Alongside themes of general interest, such as classical repertoire, the music of well-established composers and musical topics, the chapters of the book also touch on specific, but equally interesting subjects, like Brazilian traditions, Serbian and Romanian composers and the lullaby. While the book is mostly addressed to researchers, it can also be recommended to students in musicology, ethnomusicology, musical performance, and musical semiotics.
New Trends In Databases And Information Systems
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Author : Tatjana Welzer
language : en
Publisher: Springer Nature
Release Date : 2019-09-03
New Trends In Databases And Information Systems written by Tatjana Welzer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-03 with Computers categories.
This book constitutes the thoroughly refereed short papers, workshops and doctoral consortium papers of the 23rd European Conference on Advances in Databases and Information Systems, ADBIS 2019, held in Bled, Slovenia, in September 2019. The 19 short research papers and the 5 doctoral consortium papers were carefully reviewed and selected from 103 submissions, and the 31 workshop papers were selected out of 67 submitted papers. The papers are organized in the following sections: Short Papers; Workshops Papers; Doctoral Consortium Papers; and cover a wide spectrum of topics related to database and information systems technologies for advanced applications.