Metareasoning

Metareasoning PDF Author: Michael T. Cox
Publisher: MIT Press
ISBN: 0262014807
Category : Computers
Languages : en
Pages : 349

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Book Description
Experts report on the latest artificial intelligence research concerning reasoning about reasoning itself.

Metareasoning

Metareasoning PDF Author: Michael T. Cox
Publisher: MIT Press
ISBN: 0262014807
Category : Computers
Languages : en
Pages : 349

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Book Description
Experts report on the latest artificial intelligence research concerning reasoning about reasoning itself.

Metareasoning for Robots

Metareasoning for Robots PDF Author: Jeffrey W. Herrmann
Publisher: Springer Nature
ISBN: 3031322371
Category : Technology & Engineering
Languages : en
Pages : 102

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Book Description
This book is a state of the art resource that robotics researchers and engineers can use to make their robots and autonomous vehicles smarter. Readers will be able to describe metareasoning, select an appropriate metareasoning approach, and synthesize metareasoning policies. Metareasoning for Robots adopts a systems engineering perspective in which metareasoning is an approach that can improve the overall robot or autonomous system, not just one component or subsystem. This book introduces key concepts, discusses design options for metareasoning approaches and policies, and presents approaches for testing and evaluation of metareasoning policies. After considering the conceptual design phase, it discusses how to implement metareasoning in the robot’s software architecture and how to synthesize metareasoning policies. Every chapter has references to valuable works on robotics and metareasoning, and the book uses examples from the author’s own research and from other research groups to illustrate these ideas. In addition, this book provides links to books and papers for readers who wish to investigate these topics further.

The MIT Encyclopedia of the Cognitive Sciences (MITECS)

The MIT Encyclopedia of the Cognitive Sciences (MITECS) PDF Author: Robert A. Wilson
Publisher: MIT Press
ISBN: 9780262731447
Category : Psychology
Languages : en
Pages : 1106

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Book Description
Since the 1970s the cognitive sciences have offered multidisciplinary ways of understanding the mind and cognition. The MIT Encyclopedia of the Cognitive Sciences (MITECS) is a landmark, comprehensive reference work that represents the methodological and theoretical diversity of this changing field. At the core of the encyclopedia are 471 concise entries, from Acquisition and Adaptationism to Wundt and X-bar Theory. Each article, written by a leading researcher in the field, provides an accessible introduction to an important concept in the cognitive sciences, as well as references or further readings. Six extended essays, which collectively serve as a roadmap to the articles, provide overviews of each of six major areas of cognitive science: Philosophy; Psychology; Neurosciences; Computational Intelligence; Linguistics and Language; and Culture, Cognition, and Evolution. For both students and researchers, MITECS will be an indispensable guide to the current state of the cognitive sciences.

Intelligence, Mind, and Reasoning

Intelligence, Mind, and Reasoning PDF Author: A. Demetriou
Publisher: Elsevier
ISBN: 9780080867601
Category : Psychology
Languages : en
Pages : 238

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Book Description
This volume aims to contribute to the integration of three traditions that have remained separate in psychology. Specifically, the developmental, the psychometric, and the cognitive tradition. In order to achieve this aim, the text deals with these three aspects of human knowing that have been the focus of one or more of the three traditions for many years. Answers are provided to questions such as the following: What is common to intelligence, mind, and reasoning? What is specific to each of these three aspects of human knowing? How does each of them affect the functioning and development of the other? The chapters are organized into two parts. Part I focuses on intelligence and mind and has reasoning at the background. The papers in this part present new theories and methods that systematically attempt to bridge psychometric theories of intelligence with theories of cognitive development or information processing theories. Part II focuses on mind and reasoning and has intelligence at the background. The papers in this part develop models of reasoning and attempt to show how reasoning interacts with mind and intelligence. Two discussion chapters are also included. These highlight the convergences and the divergences of the various traditions as represented in the book.

Proceedings of MSR-RoManSy 2024

Proceedings of MSR-RoManSy 2024 PDF Author: Pierre Larochelle
Publisher: Springer Nature
ISBN: 3031606183
Category :
Languages : en
Pages : 245

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Book Description


Intelligent Autonomous Systems 12

Intelligent Autonomous Systems 12 PDF Author: Sukhan Lee
Publisher: Springer Science & Business Media
ISBN: 364233931X
Category : Computers
Languages : en
Pages : 875

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Book Description
Intelligent autonomous systems are emerged as a key enabler for the creation of a new paradigm of services to humankind, as seen by the recent advancement of autonomous cars licensed for driving in our streets, of unmanned aerial and underwater vehicles carrying out hazardous tasks on-site, and of space robots engaged in scientific as well as operational missions, to list only a few. This book aims at serving the researchers and practitioners in related fields with a timely dissemination of the recent progress on intelligent autonomous systems, based on a collection of papers presented at the 12th International Conference on Intelligent Autonomous Systems, held in Jeju, Korea, June 26-29, 2012. With the theme of “Intelligence and Autonomy for the Service to Humankind, the conference has covered such diverse areas as autonomous ground, aerial, and underwater vehicles, intelligent transportation systems, personal/domestic service robots, professional service robots for surgery/rehabilitation, rescue/security and space applications, and intelligent autonomous systems for manufacturing and healthcare. This volume 2 includes contributions devoted to Service Robotics and Human-Robot Interaction and Autonomous Multi-Agent Systems and Life Engineering.

Computational Intelligence, II

Computational Intelligence, II PDF Author: G. Mauri
Publisher: Elsevier
ISBN: 044459728X
Category : Computers
Languages : en
Pages : 246

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Book Description
The focus of this volume is ``Heterogeneous Knowledge and Problem Solving Integration'', i.e. the combined use of different knowledge representation and problem solving paradigms.This is a central topic for the design and implementation of problem solving systems, since, from a pragmatic and engineering standpoint, the solution of a large class of problems cannot take place within one single representation language or problem solving paradigm. Heterogeneous systems represent not only a pragmatic answer, but also a theoretical alternative to the homogeneous paradigms.

Language, Culture, Computation: Computing for the Humanities, Law, and Narratives

Language, Culture, Computation: Computing for the Humanities, Law, and Narratives PDF Author: Nachum Dershowitz
Publisher: Springer
ISBN: 3642453244
Category : Computers
Languages : en
Pages : 765

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Book Description
This Festschrift volume is published in Honor of Yaacov Choueka on the occasion of this 75th birthday. The present three-volumes liber amicorum, several years in gestation, honours this outstanding Israeli computer scientist and is dedicated to him and to his scientific endeavours. Yaacov's research has had a major impact not only within the walls of academia, but also in the daily life of lay users of such technology that originated from his research. An especially amazing aspect of the temporal span of his scholarly work is that half a century after his influential research from the early 1960s, a project in which he is currently involved is proving to be a sensation, as will become apparent from what follows. Yaacov Choueka began his research career in the theory of computer science, dealing with basic questions regarding the relation between mathematical logic and automata theory. From formal languages, Yaacov moved to natural languages. He was a founder of natural-language processing in Israel, developing numerous tools for Hebrew. He is best known for his primary role, together with Aviezri Fraenkel, in the development of the Responsa Project, one of the earliest fulltext retrieval systems in the world. More recently, he has headed the Friedberg Genizah Project, which is bringing the treasures of the Cairo Genizah into the Digital Age. This second part of the three-volume set covers a range of topics related to the application of information technology in humanities, law, and narratives. The papers are grouped in topical sections on: humanities computing; narratives and their formal representation; history of ideas: the numerate disciplines; law, computer law, and legal computing.

Agenda Relevance: A Study in Formal Pragmatics

Agenda Relevance: A Study in Formal Pragmatics PDF Author:
Publisher: Elsevier
ISBN: 008052687X
Category : Computers
Languages : en
Pages : 525

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Book Description
Agenda Relevance is the first volume in the authors' omnibus investigation of the logic of practical reasoning, under the collective title, A Practical Logic of Cognitive Systems. In this highly original approach, practical reasoning is identified as reasoning performed with comparatively few cognitive assets, including resources such as information, time and computational capacity. Unlike what is proposed in optimization models of human cognition, a practical reasoner lacks perfect information, boundless time and unconstrained access to computational complexity. The practical reasoner is therefore obliged to be a cognitive economizer and to achieve his cognitive ends with considerable efficiency. Accordingly, the practical reasoner avails himself of various scarce-resource compensation strategies. He also possesses neurocognitive traits that abet him in his reasoning tasks. Prominent among these is the practical agent's striking (though not perfect) adeptness at evading irrelevant information and staying on task. On the approach taken here, irrelevancies are impediments to the attainment of cognitive ends. Thus, in its most basic sense, relevant information is cognitively helpful information. Information can then be said to be relevant for a practical reasoner to the extent that it advances or closes some cognitive agenda of his. The book explores this idea with a conceptual detail and nuance not seen the standard semantic, probabilistic and pragmatic approaches to relevance; but wherever possible, the authors seek to integrate alternative conceptions rather than reject them outright. A further attraction of the agenda-relevance approach is the extent to which its principal conceptual findings lend themselves to technically sophisticated re-expression in formal models that marshal the resources of time and action logics and label led deductive systems. Agenda Relevance is necessary reading for researchers in logic, belief dynamics, computer science, AI, psychology and neuroscience, linguistics, argumentation theory, and legal reasoning and forensic science, and will repay study by graduate students and senior undergraduates in these same fields. Key features: • relevance • action and agendas • practical reasoning • belief dynamics • non-classical logics • labelled deductive systems

Common Sense, Reasoning, & Rationality

Common Sense, Reasoning, & Rationality PDF Author: Renée Elio
Publisher: Oxford University Press, USA
ISBN: 0195147669
Category : Common sense
Languages : en
Pages : 289

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Book Description
While common sense and rationality have often been viewed as two distinct features in a unified cognitive map, this volume engages with this notion and comes up with novel and often paradoxical views of this relationship.