Reasoning About Rational Agents

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Reasoning about Rational Agents

Author : Michael Wooldridge
Publisher : MIT Press
ISBN 13 : 9780262265027
Total Pages : 256 pages
Book Rating : 4.2/5 (65 download)

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Book Synopsis Reasoning about Rational Agents by : Michael Wooldridge

Download or read book Reasoning about Rational Agents written by Michael Wooldridge and published by MIT Press. This book was released on 2003-01-01 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the belief-desire-intention (BDI) model of rational agents, which recognizes the primacy of beliefs, desires, and intentions in rational action. One goal of modern computer science is to engineer computer programs that can act as autonomous, rational agents; software that can independently make good decisions about what actions to perform on our behalf and execute those actions. Applications range from small programs that intelligently search the Web buying and selling goods via electronic commerce, to autonomous space probes. This book focuses on the belief-desire-intention (BDI) model of rational agents, which recognizes the primacy of beliefs, desires, and intentions in rational action. The BDI model has three distinct strengths: an underlying philosophy based on practical reasoning in humans, a software architecture that is implementable in real systems, and a family of logics that support a formal theory of rational agency.The book introduces a BDI logic called LORA (Logic of Rational Agents). In addition to the BDI component, LORA contains a temporal component, which allows one to represent the dynamics of how agents and their environments change over time, and an action component, which allows one to represent the actions that agents perform and the effects of the actions. The book shows how LORA can be used to capture many components of a theory of rational agency, including such notions as communication and cooperation.

Reasoning about Rational Agents

Author : Michael J. Wooldridge
Publisher : Bradford Books
ISBN 13 : 9780262232135
Total Pages : 227 pages
Book Rating : 4.2/5 (321 download)

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Book Synopsis Reasoning about Rational Agents by : Michael J. Wooldridge

Download or read book Reasoning about Rational Agents written by Michael J. Wooldridge and published by Bradford Books. This book was released on 2000 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: One goal of modern computer science is to engineer computer programs that can act as autonomous, rational agents; software that can independently make good decisions about what actions to perform on our behalf and execute those actions. Applications range from small programs that intelligently search the Web buying and selling goods via electronic commerce, to autonomous space probes. This book focuses on the belief-desire-intention (BDI) model of rational agents, which recognizes the primacy of beliefs, desires, and intentions in rational action. The BDI model has three distinct strengths: an underlying philosophy based on practical reasoning in humans, a software architecture that is implementable in real systems, and a family of logics that support a formal theory of rational agency.The book introduces a BDI logic called LORA (Logic of Rational Agents). In addition to the BDI component, LORA contains a temporal component, which allows one to represent the dynamics of how agents and their environments change over time, and an action component, which allows one to represent the actions that agents perform and the effects of the actions. The book shows how LORA can be used to capture many components of a theory of rational agency, including such notions as communication and cooperation.

Rationality and Decision Making

Author :
Publisher : BRILL
ISBN 13 : 9004359478
Total Pages : 374 pages
Book Rating : 4.0/5 (43 download)

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Book Synopsis Rationality and Decision Making by :

Download or read book Rationality and Decision Making written by and published by BRILL. This book was released on 2018-02-08 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume Rationality and Decision Making: From Normative Rules to Heuristics analyses rational and irrational decision making by individuals as well as by groups. The contributors adopt methodological, logical, linguistic, psychological, historical, and evolutionary perspectives.

Collective Rationality and Collective Reasoning

Author : Christopher McMahon
Publisher : Cambridge University Press
ISBN 13 : 9780521011785
Total Pages : 266 pages
Book Rating : 4.0/5 (117 download)

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Book Synopsis Collective Rationality and Collective Reasoning by : Christopher McMahon

Download or read book Collective Rationality and Collective Reasoning written by Christopher McMahon and published by Cambridge University Press. This book was released on 2001-08-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book examines the issue of rational cooperation, especially cooperation between people with conflicting moral commitments. The first part considers how the two main aspects of cooperation - the choice by a group of a particular cooperative scheme and the decision by each member to contribute to that scheme - can be understood as guided by reason. The second part explores how the activity of reasoning itself can take a cooperative form. The book is distinctive in offering an account of what people can accomplish by reasoning together, of the role of deliberation in democratic decision making, and of the negotiation of the proper use of concepts. Presenting for the first time a detailed analysis of the general problem of cooperation and collective reasoning between people with different moral commitments, this book will be of particular interest to philosophers of the social sciences and to students in political science, sociology and economics." --Cambridge Press.

Foundations of Rational Agency

Author : Michael Wooldridge
Publisher : Springer Science & Business Media
ISBN 13 : 9401592047
Total Pages : 303 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Foundations of Rational Agency by : Michael Wooldridge

Download or read book Foundations of Rational Agency written by Michael Wooldridge and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume represents an advanced, comprehensive state-of-the-art survey of the field of rational agency as it stands today. It covers the philosophical foundations of rational agency, logical and decision-theoretic approaches to rational agency, multi-agent aspects of rational agency and a number of approaches to programming rational agents. It will be of interest to researchers in logic, mainstream computer science, the philosophy of rational action and agency, and economics.

Reasons Without Persons

Author : Brian Hedden
Publisher : Oxford University Press, USA
ISBN 13 : 0198732597
Total Pages : 219 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Reasons Without Persons by : Brian Hedden

Download or read book Reasons Without Persons written by Brian Hedden and published by Oxford University Press, USA. This book was released on 2015 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brian Hedden defends a radical view about rationality, personal identity, and time. He argues that what it is rational to do should not depend on your past beliefs or actions, which are not part of your current perspective on the world. His impersonal approach holds that what rationality demands of you is solely determined by your evidence.

Who Is Rational?

Author : Keith E. Stanovich
Publisher : Psychology Press
ISBN 13 : 1135687552
Total Pages : 350 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Who Is Rational? by : Keith E. Stanovich

Download or read book Who Is Rational? written by Keith E. Stanovich and published by Psychology Press. This book was released on 1999-04-01 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrating a decade-long program of empirical research with current cognitive theory, this book demonstrates that psychological research has profound implications for current debates about what it means to be rational. The author brings new evidence to bear on these issues by demonstrating that patterns of individual differences--largely ignored in disputes about human rationality--have strong implications for explanations of the gap between normative and descriptive models of human behavior. Separate chapters show how patterns of individual differences have implications for all of the major critiques of purported demonstrations of human irrationality in the heuristics and biases literature. In these critiques, it has been posited that experimenters have observed performance errors rather than systematically irrational responses; the tasks have required computational operations that exceed human cognitive capacity; experimenters have applied the wrong normative model to the task; and participants have misinterpreted the tasks. In a comprehensive set of studies, Stanovich demonstrates that gaps between normative and descriptive models of performance on some tasks can be accounted for by positing these alternative explanations, but that not all discrepancies from normative models can be so explained. Individual differences in rational thought can in part be predicted by psychological dispositions that are interpreted as characteristic biases in people's intentional-level psychologies. Presenting the most comprehensive examination of individual differences in the heuristics and biases literature that has yet been published, experiments and theoretical insights in this volume contextualize the heuristics and biases literature exemplified in the work of various investigators.

Practical Reasoning and Ethical Decision

Author : Robert Audi
Publisher : Routledge
ISBN 13 : 1134219210
Total Pages : 264 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis Practical Reasoning and Ethical Decision by : Robert Audi

Download or read book Practical Reasoning and Ethical Decision written by Robert Audi and published by Routledge. This book was released on 2006-03-20 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the most comprehensive and lucid account of the topic currently available, Robert Audi's "Practical Reasoning and Ethical Decision" is essential reading for anyone interested in the role of reason in ethics or the nature of human action. The first part of the book is a detailed critical overview of the influential theories of practical reasoning found in Aristotle, Hume and Kant, whilst the second part examines practical reasoning in the light of important topics in moral psychology - weakness of will, self-deception, rationalization and others. In the third part, Audi describes the role of moral principles in practical reasoning and clarifies the way practical reasoning underlies ethical decisions. He formulates a comprehensive set of concrete ethical principles, explains how they apply to reasoning about what to do, and shows how practical reasoning guides moral conduct.

Common Sense, Reasoning, & Rationality

Author : Renée Elio
Publisher : Oxford University Press, USA
ISBN 13 : 0195147669
Total Pages : 289 pages
Book Rating : 4.1/5 (951 download)

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Book Synopsis Common Sense, Reasoning, & Rationality by : Renée Elio

Download or read book Common Sense, Reasoning, & Rationality written by Renée Elio and published by Oxford University Press, USA. This book was released on 2002 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Reasoning of State

Author : Brian C. Rathbun
Publisher : Cambridge University Press
ISBN 13 : 1108427421
Total Pages : 353 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Reasoning of State by : Brian C. Rathbun

Download or read book Reasoning of State written by Brian C. Rathbun and published by Cambridge University Press. This book was released on 2019-02-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenges the assumption of the rationality of foreign policy makers in international relations, showing how leaders systematically vary in the rationality of their thinking.

Multi-Agent Programming:

Author : Rafael H. Bordini
Publisher : Springer Science & Business Media
ISBN 13 : 0387892990
Total Pages : 389 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Multi-Agent Programming: by : Rafael H. Bordini

Download or read book Multi-Agent Programming: written by Rafael H. Bordini and published by Springer Science & Business Media. This book was released on 2009-06-13 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Agent Systems are a promising technology to develop the next generation open distributed complex software systems. The main focus of the research community has been on the development of concepts (concerning both mental and social attitudes), architectures, techniques, and general approaches to the analysis and specification of multi-agent systems. This contribution has been fragmented, without any clear way of “putting it all together”, rendering it inaccessible to students and young researchers, non-experts, and practitioners. Successful multi-agent systems development is guaranteed only if we can bridge the gap from analysis and design to effective implementation. Multi-Agent Programming: Languages, Tools and Applications presents a number of mature and influential multi-agent programming languages, platforms, development tools and methodologies, and realistic applications, summarizing the state of the art in an accessible manner for professionals and computer science students at all levels.

Reasoning Robots

Author : Michael Thielscher
Publisher : Springer Science & Business Media
ISBN 13 : 9781402030680
Total Pages : 352 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Reasoning Robots by : Michael Thielscher

Download or read book Reasoning Robots written by Michael Thielscher and published by Springer Science & Business Media. This book was released on 2005-07-05 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: The creation of intelligent robots is surely one of the most exciting and ch- lenginggoals of Arti?cial Intelligence. A robot is, ?rst of all, nothing but an inanimate machine with motors and sensors. In order to bring life to it, the machine needs to be programmed so as to make active use of its hardware c- ponents. This turns a machine into an autonomous robot. Since about the mid nineties of the past century, robot programming has made impressive progress. State-of-the-art robots are able to orient themselves and move around freely in indoor environments or negotiate di?cult outdoor terrains, they can use stereo vision to recognize objects, and they are capable of simple object manipulation with the help of arti?cial extremities. At a time where robots perform these tasks more and more reliably,weare ready to pursue the next big step, which is to turn autonomous machines into reasoning robots.Areasoning robot exhibits higher cognitive capabilities like following complex and long-term strategies, making rational decisions on a high level, drawing logical conclusions from sensor information acquired over time, devising suitable plans, and reacting sensibly in unexpected situations. All of these capabilities are characteristics of human-like intelligence and ultimately distinguish truly intelligent robots from mere autonomous machines.

Unsettled Thoughts

Author : Julia Staffel
Publisher : Oxford University Press, USA
ISBN 13 : 0198833717
Total Pages : 228 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Unsettled Thoughts by : Julia Staffel

Download or read book Unsettled Thoughts written by Julia Staffel and published by Oxford University Press, USA. This book was released on 2020-01-05 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: How should thinkers cope with uncertainty? What makes their degrees of belief rational, and how should they reason about uncertain matters? In epistemology, recent research has attempted to answer these questions by developing formal models of ideally rational credences. However, we know from psychological research that perfect rationality is unattainable for human thinkers--and so this raises the question of how rational ideals can apply to human thinkers. A popular reply is that the more a thinker's imperfectly rational credences approximate compliance with norms of ideal rationality, the better. But what exactly does this mean? Why is it better to be less irrational, if we can't ever be completely rational? And what does being closer to ideally rational amount to? If ideal models of rationality are supposed to help us understand the rationality of human, imperfect thinkers, we need answers to these questions. Unsettled Thoughts breaks new ground in the study of rationality in providing these answers: we can explain why it's better to be less irrational, because less irrational degrees of belief are generally more accurate and better at guiding our actions. Moreover, the way in which approximating ideal rationality is beneficial can be made formally precise by using a variety of distance measures that track the benefits of being more rational.

Minimal Rationality

Author : Christopher Cherniak
Publisher : MIT Press
ISBN 13 : 9780262530873
Total Pages : 180 pages
Book Rating : 4.5/5 (38 download)

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Book Synopsis Minimal Rationality by : Christopher Cherniak

Download or read book Minimal Rationality written by Christopher Cherniak and published by MIT Press. This book was released on 1990-03-14 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Minimal Rationality, Christopher Cherniak boldly challenges the myth of Man the the Rational Animal and the central role that the "perfectly rational agent" has had in philosophy, psychology, and other cognitive sciences, as well as in economics. His book presents a more realistic theory based on the limits to rationality which can play a similar generative role in the human sciences, and it seeks to determine the minimal rationality an actual agent must possess.

Do the Right Thing

Author : Stuart Jonathan Russell
Publisher : MIT Press
ISBN 13 : 9780262181440
Total Pages : 238 pages
Book Rating : 4.1/5 (814 download)

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Book Synopsis Do the Right Thing by : Stuart Jonathan Russell

Download or read book Do the Right Thing written by Stuart Jonathan Russell and published by MIT Press. This book was released on 1991 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like Mooki, the hero of Spike Lee's film Do the Right Thing artificially, intelligent systems have a hard time knowing what to do in all circumstances. Classical theories of perfect rationality prescribe the right thing for any occasion, but no finite agent can compute their prescriptions fast enough. In Do the Right Thing, the authors argue that a new theoretical foundation for artificial intelligence can be constructed in which rationality is a property of programs within a finite architecture, and their behaviour over time in the task environment, rather than a property of individual decisions.

Logic-Based Artificial Intelligence

Author : Jack Minker
Publisher : Springer Science & Business Media
ISBN 13 : 146151567X
Total Pages : 600 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Logic-Based Artificial Intelligence by : Jack Minker

Download or read book Logic-Based Artificial Intelligence written by Jack Minker and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of mathematical logic as a formalism for artificial intelligence was recognized by John McCarthy in 1959 in his paper on Programs with Common Sense. In a series of papers in the 1960's he expanded upon these ideas and continues to do so to this date. It is now 41 years since the idea of using a formal mechanism for AI arose. It is therefore appropriate to consider some of the research, applications and implementations that have resulted from this idea. In early 1995 John McCarthy suggested to me that we have a workshop on Logic-Based Artificial Intelligence (LBAI). In June 1999, the Workshop on Logic-Based Artificial Intelligence was held as a consequence of McCarthy's suggestion. The workshop came about with the support of Ephraim Glinert of the National Science Foundation (IIS-9S2013S), the American Association for Artificial Intelligence who provided support for graduate students to attend, and Joseph JaJa, Director of the University of Maryland Institute for Advanced Computer Studies who provided both manpower and financial support, and the Department of Computer Science. We are grateful for their support. This book consists of refereed papers based on presentations made at the Workshop. Not all of the Workshop participants were able to contribute papers for the book. The common theme of papers at the workshop and in this book is the use of logic as a formalism to solve problems in AI.

Rationality

Author : Steven Pinker
Publisher : Penguin UK
ISBN 13 : 0241380308
Total Pages : 272 pages
Book Rating : 4.2/5 (413 download)

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Book Synopsis Rationality by : Steven Pinker

Download or read book Rationality written by Steven Pinker and published by Penguin UK. This book was released on 2021-09-28 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: A TIMES BOOK OF THE YEAR 2021 'Punchy, funny and invigorating ... Pinker is the high priest of rationalism' Sunday Times 'If you've ever considered taking drugs to make yourself smarter, read Rationality instead. It's cheaper, more entertaining, and more effective' Jonathan Haidt, author of The Righteous Mind In the twenty-first century, humanity is reaching new heights of scientific understanding - and at the same time appears to be losing its mind. How can a species that discovered vaccines for Covid-19 in less than a year produce so much fake news, quack cures and conspiracy theorizing? In Rationality, Pinker rejects the cynical cliché that humans are simply an irrational species - cavemen out of time fatally cursed with biases, fallacies and illusions. After all, we discovered the laws of nature, lengthened and enriched our lives and set the benchmarks for rationality itself. Instead, he explains, we think in ways that suit the low-tech contexts in which we spend most of our lives, but fail to take advantage of the powerful tools of reasoning we have built up over millennia: logic, critical thinking, probability, causal inference, and decision-making under uncertainty. These tools are not a standard part of our educational curricula, and have never been presented clearly and entertainingly in a single book - until now. Rationality matters. It leads to better choices in our lives and in the public sphere, and is the ultimate driver of social justice and moral progress. Brimming with insight and humour, Rationality will enlighten, inspire and empower. 'A terrific book, much-needed for our time' Peter Singer