Real World Reasoning

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Real-World Reasoning: Toward Scalable, Uncertain Spatiotemporal, Contextual and Causal Inference

Author : Ben Goertzel
Publisher : Springer Science & Business Media
ISBN 13 : 9491216112
Total Pages : 267 pages
Book Rating : 4.4/5 (912 download)

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Book Synopsis Real-World Reasoning: Toward Scalable, Uncertain Spatiotemporal, Contextual and Causal Inference by : Ben Goertzel

Download or read book Real-World Reasoning: Toward Scalable, Uncertain Spatiotemporal, Contextual and Causal Inference written by Ben Goertzel and published by Springer Science & Business Media. This book was released on 2011-12-02 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: The general problem addressed in this book is a large and important one: how to usefully deal with huge storehouses of complex information about real-world situations. Every one of the major modes of interacting with such storehouses – querying, data mining, data analysis – is addressed by current technologies only in very limited and unsatisfactory ways. The impact of a solution to this problem would be huge and pervasive, as the domains of human pursuit to which such storehouses are acutely relevant is numerous and rapidly growing. Finally, we give a more detailed treatment of one potential solution with this class, based on our prior work with the Probabilistic Logic Networks (PLN) formalism. We show how PLN can be used to carry out realworld reasoning, by means of a number of practical examples of reasoning regarding human activities inreal-world situations.

Real-World Reasoning

Author :
Publisher :
ISBN 13 : 9789491216121
Total Pages : 280 pages
Book Rating : 4.2/5 (161 download)

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Book Synopsis Real-World Reasoning by :

Download or read book Real-World Reasoning written by and published by . This book was released on 2011-12-03 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Adaptive Reasoning for Real-world Problems

Author : Roy Turner
Publisher : Psychology Press
ISBN 13 : 1134776306
Total Pages : 265 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Adaptive Reasoning for Real-world Problems by : Roy Turner

Download or read book Adaptive Reasoning for Real-world Problems written by Roy Turner and published by Psychology Press. This book was released on 2013-05-13 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a method for building real-world problem solving systems such as medical diagnostic procedures and intelligent controllers for autonomous underwater vehicles (AUVs) and other robots. The approach taken is different from other work reported in the artificial intelligence literature in several respects: * It defines schema-based reasoning, in which schemas -- explicitly declared packets of related knowledge -- are used to control not only the reasoner's planning, but also all other facets of its behavior. * It is a kind of reactive reasoning that the author calls adaptive problem solving -- the reasoner maintains commitments to future goals but is able to change its focus of attention as the problem-solving situation requires. * It is a context-sensitive reasoning method. Every decision it makes relies on the use of contextual knowledge to be appropriate for the current problem-solving situation. Furthermore, context is represented explicitly; by always keeping a current representation of the context in mind, the reasoner's behavior is automatically sensitive to the context with very little work needed per decision. * Schema-based reasoning -- a generalization of case-based reasoning -- extends the usual idea of case-based reasoning to encompass all aspects of the reasoner's behavior, and it extends it to make use of generalized "cases" (i.e., schemas) rather than particular cases, thus saving effort needed to transfer knowledge from an old case to a new situation. Though the work originated in the domain of medical diagnostic problem solving, treating diagnosis as a planning task, it is even more appropriate for controlling autonomous systems. The author is currently extending the approach by creating a robust controller for long-range autonomous underwater vehicles that will be used to carry out ocean science missions.

Reason in the Real World

Author : Stephen Duffin
Publisher :
ISBN 13 : 9781877399091
Total Pages : 154 pages
Book Rating : 4.3/5 (99 download)

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Book Synopsis Reason in the Real World by : Stephen Duffin

Download or read book Reason in the Real World written by Stephen Duffin and published by . This book was released on 2005 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: REASON IN THE REAL WORLD is a short and practical introduction to reasoning and logic. It is aimed at high school and university students, but is suitable for anyone who wants to improve their skills in critical thinking and argument evaluation.

Adaptive Reasoning for Real-world Problems

Author : Roy Turner
Publisher : Psychology Press
ISBN 13 : 1134776373
Total Pages : 287 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Adaptive Reasoning for Real-world Problems by : Roy Turner

Download or read book Adaptive Reasoning for Real-world Problems written by Roy Turner and published by Psychology Press. This book was released on 2013-05-13 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a method for building real-world problem solving systems such as medical diagnostic procedures and intelligent controllers for autonomous underwater vehicles (AUVs) and other robots. The approach taken is different from other work reported in the artificial intelligence literature in several respects: * It defines schema-based reasoning, in which schemas -- explicitly declared packets of related knowledge -- are used to control not only the reasoner's planning, but also all other facets of its behavior. * It is a kind of reactive reasoning that the author calls adaptive problem solving -- the reasoner maintains commitments to future goals but is able to change its focus of attention as the problem-solving situation requires. * It is a context-sensitive reasoning method. Every decision it makes relies on the use of contextual knowledge to be appropriate for the current problem-solving situation. Furthermore, context is represented explicitly; by always keeping a current representation of the context in mind, the reasoner's behavior is automatically sensitive to the context with very little work needed per decision. * Schema-based reasoning -- a generalization of case-based reasoning -- extends the usual idea of case-based reasoning to encompass all aspects of the reasoner's behavior, and it extends it to make use of generalized "cases" (i.e., schemas) rather than particular cases, thus saving effort needed to transfer knowledge from an old case to a new situation. Though the work originated in the domain of medical diagnostic problem solving, treating diagnosis as a planning task, it is even more appropriate for controlling autonomous systems. The author is currently extending the approach by creating a robust controller for long-range autonomous underwater vehicles that will be used to carry out ocean science missions.

Real World Haskell

Author : Bryan O'Sullivan
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596554303
Total Pages : 714 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Real World Haskell by : Bryan O'Sullivan

Download or read book Real World Haskell written by Bryan O'Sullivan and published by "O'Reilly Media, Inc.". This book was released on 2008-11-15 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This easy-to-use, fast-moving tutorial introduces you to functional programming with Haskell. You'll learn how to use Haskell in a variety of practical ways, from short scripts to large and demanding applications. Real World Haskell takes you through the basics of functional programming at a brisk pace, and then helps you increase your understanding of Haskell in real-world issues like I/O, performance, dealing with data, concurrency, and more as you move through each chapter.

The Nature of Insight

Author : Robert J. Sternberg
Publisher : Bradford Books
ISBN 13 : 9780262691871
Total Pages : 618 pages
Book Rating : 4.6/5 (918 download)

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Book Synopsis The Nature of Insight by : Robert J. Sternberg

Download or read book The Nature of Insight written by Robert J. Sternberg and published by Bradford Books. This book was released on 1996 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Nature of Insight brings together diverse perspectives, including recent theories and discoveries, to examine the nature and origins of insightful thinking, as well as the history of theory and research on the topic and the methods used to study it. There are chapters by the leading experts in this field, including Mihaly Csikszentmihalyi, Ronald Finke, Howard Gruber, Marcel Just, David Meyer, David Perkins, Dean Simonton, and Robert Weisberg, among others. The Nature of Insight is divided into five main parts. Following an introduction that reviews the history and methods of the field, part II looks at how people solve challenging puzzles whose answers cannot be obtained through ordinary means. Part III focuses on how people come up with ideas for new inventions, while part IV explores the thinking of some of the most insightful people in the history of civilization. Part V considers metaphors such as evolution and investment as bases for understanding insight. An epilogue integrates all these approaches. Contributors: R.E. Mayer, R.L. Dominowski and P. Dallob. C.M. Seifert, D.E. Meyer, N. Davidson, A.J. Patalano, and I. Yaniv. J.E. Davidson. R.W. Weisberg. M.L. Gick and R.S. Lockhart. S.M. Smith. R.A. Finke. M.I. Isaak and M.A. Just. M. Csikszentmihalyi and K. Sawyer. K. Dunbar. H.E. Gruber. M.F. Ippolito and R.D. Tweney. D.K. Simonton. D.N. Perkins. R.J. Sternberg and T.I. Lubart. A Bradford Book

The Art of Logic in an Illogical World

Author : Eugenia Cheng
Publisher : Basic Books
ISBN 13 : 154167250X
Total Pages : 296 pages
Book Rating : 4.5/5 (416 download)

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Book Synopsis The Art of Logic in an Illogical World by : Eugenia Cheng

Download or read book The Art of Logic in an Illogical World written by Eugenia Cheng and published by Basic Books. This book was released on 2018-09-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: How both logical and emotional reasoning can help us live better in our post-truth world In a world where fake news stories change election outcomes, has rationality become futile? In The Art of Logic in an Illogical World, Eugenia Cheng throws a lifeline to readers drowning in the illogic of contemporary life. Cheng is a mathematician, so she knows how to make an airtight argument. But even for her, logic sometimes falls prey to emotion, which is why she still fears flying and eats more cookies than she should. If a mathematician can't be logical, what are we to do? In this book, Cheng reveals the inner workings and limitations of logic, and explains why alogic -- for example, emotion -- is vital to how we think and communicate. Cheng shows us how to use logic and alogic together to navigate a world awash in bigotry, mansplaining, and manipulative memes. Insightful, useful, and funny, this essential book is for anyone who wants to think more clearly.

Case-Based Reasoning

Author : Janet Kolodner
Publisher : Morgan Kaufmann
ISBN 13 : 1483294498
Total Pages : 687 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Case-Based Reasoning by : Janet Kolodner

Download or read book Case-Based Reasoning written by Janet Kolodner and published by Morgan Kaufmann. This book was released on 2014-06-28 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As new problems arise, similar situations are searched out to help solve these problems. Problems are understood and inferences are made by finding the closest cases in memory, comparing and contrasting the problem with those cases, making inferences based on those comparisons, and asking questions when inferences can't be made. This book presents the state of the art in case-based reasoning. The author synthesizes and analyzes a broad range of approaches, with special emphasis on applying case-based reasoning to complex real-world problem-solving tasks such as medical diagnosis, design, conflict resolution, and planning. The author's approach combines cognitive science and engineering, and is based on analysis of both expert and common-sense tasks. Guidelines for building case-based expert systems are provided, such as how to represent knowledge in cases, how to index cases for accessibility, how to implement retrieval processes for efficiency, and how to adapt old solutions to fit new situations. This book is an excellent text for courses and tutorials on case-based reasoning. It is also a useful resource for computer professionals and cognitive scientists interested in learning more about this fast-growing field.

The Enigma of Reason

Author : Hugo Mercier
Publisher : Harvard University Press
ISBN 13 : 0674368304
Total Pages : 405 pages
Book Rating : 4.6/5 (743 download)

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Book Synopsis The Enigma of Reason by : Hugo Mercier

Download or read book The Enigma of Reason written by Hugo Mercier and published by Harvard University Press. This book was released on 2017-04-17 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Brilliant...Timely and necessary.” —Financial Times “Especially timely as we struggle to make sense of how it is that individuals and communities persist in holding beliefs that have been thoroughly discredited.” —Darren Frey, Science If reason is what makes us human, why do we behave so irrationally? And if it is so useful, why didn’t it evolve in other animals? This groundbreaking account of the evolution of reason by two renowned cognitive scientists seeks to solve this double enigma. Reason, they argue, helps us justify our beliefs, convince others, and evaluate arguments. It makes it easier to cooperate and communicate and to live together in groups. Provocative, entertaining, and undeniably relevant, The Enigma of Reason will make many reasonable people rethink their beliefs. “Reasonable-seeming people are often totally irrational. Rarely has this insight seemed more relevant...Still, an essential puzzle remains: How did we come to be this way?...Cognitive scientists Hugo Mercier and Dan Sperber [argue that] reason developed not to enable us to solve abstract, logical problems...[but] to resolve the problems posed by living in collaborative groups.” —Elizabeth Kolbert, New Yorker “Turns reason’s weaknesses into strengths, arguing that its supposed flaws are actually design features that work remarkably well.” —Financial Times “The best thing I have read about human reasoning. It is extremely well written, interesting, and very enjoyable to read.” —Gilbert Harman, Princeton University

Reasoning

Author : Daniel Krawczyk
Publisher : Academic Press
ISBN 13 : 0128095768
Total Pages : 356 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Reasoning by : Daniel Krawczyk

Download or read book Reasoning written by Daniel Krawczyk and published by Academic Press. This book was released on 2017-11-13 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reasoning: The Neuroscience of How We Think is a comprehensive guide to the core topics related to a thorough understanding of reasoning. It presents the current knowledge of the subject in a unified, complete manner, ranging from animal studies, to applied situations, and is the only book available that presents a sustained focus on the neurobiological processes behind reasoning throughout all chapters, while also synthesizing research from animal behavior, cognitive psychology, development, and philosophy for a truly multidisciplinary approach. The book considers historical perspectives, state-of-the-art research methods, and future directions in emerging technology and cognitive enhancement. Written by an expert in the field, this book provides a coherent and structured narrative appropriate for students in need of an introduction to the topic of reasoning as well as researchers seeking well-rounded foundational content. It is essential reading for neuroscientists, cognitive scientists, neuropsychologists and others interested in the neural mechanisms behind thinking, reasoning and higher cognition. Provides a comparative perspective considering animal cognition and its relevance to human reasoning Includes developmental and lifespan considerations throughout the book Discusses technological development and its role in reasoning, both currently and in the future Considers perspectives from not only neuroscience, but cognitive psychology, philosophy, development, and animal behavior for a multidisciplinary treatment Contains highlight boxes featuring additional details on methods, historical descriptions and experimental tasks

Model-Based Reasoning in Scientific Discovery

Author : L. Magnani
Publisher : Springer Science & Business Media
ISBN 13 : 1461548136
Total Pages : 339 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Model-Based Reasoning in Scientific Discovery by : L. Magnani

Download or read book Model-Based Reasoning in Scientific Discovery written by L. Magnani and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume is based on the papers that were presented at the Interna tional Conference Model-Based Reasoning in Scientific Discovery (MBR'98), held at the Collegio Ghislieri, University of Pavia, Pavia, Italy, in December 1998. The papers explore how scientific thinking uses models and explanatory reasoning to produce creative changes in theories and concepts. The study of diagnostic, visual, spatial, analogical, and temporal rea soning has demonstrated that there are many ways of performing intelligent and creative reasoning that cannot be described with the help only of tradi tional notions of reasoning such as classical logic. Traditional accounts of scientific reasoning have restricted the notion of reasoning primarily to de ductive and inductive arguments. Understanding the contribution of model ing practices to discovery and conceptual change in science requires ex panding scientific reasoning to include complex forms of creative reasoning that are not always successful and can lead to incorrect solutions. The study of these heuristic ways of reasoning is situated at the crossroads of philoso phy, artificial intelligence, cognitive psychology, and logic; that is, at the heart of cognitive science. There are several key ingredients common to the various forms of model based reasoning to be considered in this book. The models are intended as in terpretations of target physical systems, processes, phenomena, or situations. The models are retrieved or constructed on the basis of potentially satisfying salient constraints of the target domain.

Technologies for Supporting Reasoning Communities and Collaborative Decision Making: Cooperative Approaches

Author : Yearwood, John
Publisher : IGI Global
ISBN 13 : 1609600932
Total Pages : 498 pages
Book Rating : 4.6/5 (96 download)

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Book Synopsis Technologies for Supporting Reasoning Communities and Collaborative Decision Making: Cooperative Approaches by : Yearwood, John

Download or read book Technologies for Supporting Reasoning Communities and Collaborative Decision Making: Cooperative Approaches written by Yearwood, John and published by IGI Global. This book was released on 2010-10-31 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: The information age has enabled unprecedented levels of data to be collected and stored. At the same time, society and organizations have become increasingly complex. Consequently, decisions in many facets have become increasingly complex but have the potential to be better informed. Technologies for Supporting Reasoning Communities and Collaborative Decision Making: Cooperative Approaches includes chapters from diverse fields of enquiry including decision science, political science, argumentation, knowledge management, cognitive psychology and business intelligence. Each chapter illustrates a perspective on group reasoning that ultimately aims to lead to a greater understanding of reasoning communities and inform technological developments.

The Scout Mindset

Author : Julia Galef
Publisher : Penguin
ISBN 13 : 0735217556
Total Pages : 290 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis The Scout Mindset by : Julia Galef

Download or read book The Scout Mindset written by Julia Galef and published by Penguin. This book was released on 2021-04-13 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: "...an engaging and enlightening account from which we all can benefit."—The Wall Street Journal A better way to combat knee-jerk biases and make smarter decisions, from Julia Galef, the acclaimed expert on rational decision-making. When it comes to what we believe, humans see what they want to see. In other words, we have what Julia Galef calls a "soldier" mindset. From tribalism and wishful thinking, to rationalizing in our personal lives and everything in between, we are driven to defend the ideas we most want to believe—and shoot down those we don't. But if we want to get things right more often, argues Galef, we should train ourselves to have a "scout" mindset. Unlike the soldier, a scout's goal isn't to defend one side over the other. It's to go out, survey the territory, and come back with as accurate a map as possible. Regardless of what they hope to be the case, above all, the scout wants to know what's actually true. In The Scout Mindset, Galef shows that what makes scouts better at getting things right isn't that they're smarter or more knowledgeable than everyone else. It's a handful of emotional skills, habits, and ways of looking at the world—which anyone can learn. With fascinating examples ranging from how to survive being stranded in the middle of the ocean, to how Jeff Bezos avoids overconfidence, to how superforecasters outperform CIA operatives, to Reddit threads and modern partisan politics, Galef explores why our brains deceive us and what we can do to change the way we think.

Mathematical Fallacies and Paradoxes

Author : Bryan Bunch
Publisher : Courier Corporation
ISBN 13 : 0486296644
Total Pages : 228 pages
Book Rating : 4.4/5 (862 download)

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Book Synopsis Mathematical Fallacies and Paradoxes by : Bryan Bunch

Download or read book Mathematical Fallacies and Paradoxes written by Bryan Bunch and published by Courier Corporation. This book was released on 1997-07-01 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stimulating, thought-provoking analysis of the most interesting intellectual inconsistencies in mathematics, physics, and language, including being led astray by algebra (De Morgan's paradox). 1982 edition.

Subjunctive Reasoning

Author : J.L. Pollock
Publisher : Springer Science & Business Media
ISBN 13 : 9401015007
Total Pages : 266 pages
Book Rating : 4.4/5 (1 download)

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Book Synopsis Subjunctive Reasoning by : J.L. Pollock

Download or read book Subjunctive Reasoning written by J.L. Pollock and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: I am indebted to many people for the help they gave me in the writing of this book. lowe a large debt to David Lewis and Robert Stalnaker, on both general and specific grounds. As becomes apparent from reading the notes, the book would not have been possible without their pioneering work on subjunctive conditionals. In addition, both were kind enough to provide specific comments on earlier versions of different parts of the book, and Stalnaker read and commented on the entire manuscript. Closer to home, I am indebted to my colleagues Rolf Eberle and Henry Kyburg, Jf. , my erstwhile colleague Keith Lehrer, and numerous graduate students for their helpful comments on various parts of the manuscript. Some of the material contained herein appeared first in the form of journal articles, and I wish to thank the journals in question for allowing the material to be reprinted here. Chapter One contains material taken from 'The "Possible Worlds" Analysis of Counter-factuals', published in Phil. Studies 29 (1976), 469 (Reidel); Chapter Two contains material much revised from 'Four Kinds of Conditionals', Am. Phil. Quarterly 12 (1975), and Chapter Three contains much revised material from 'Subjunctive Generaliza tions', Synthese 28 (1974), 199 (Reidel). CHAPTER I INTRODUCTION 1. SUBJUNCTIVE REASONING There exists quite a variety of statements which are in some sense 'subjunctive'.

The Oxford Handbook of Causal Reasoning

Author : Michael Waldmann
Publisher : Oxford University Press
ISBN 13 : 0199399565
Total Pages : 769 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis The Oxford Handbook of Causal Reasoning by : Michael Waldmann

Download or read book The Oxford Handbook of Causal Reasoning written by Michael Waldmann and published by Oxford University Press. This book was released on 2017-03-30 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causal reasoning is one of our most central cognitive competencies, enabling us to adapt to our world. Causal knowledge allows us to predict future events, or diagnose the causes of observed facts. We plan actions and solve problems using knowledge about cause-effect relations. Although causal reasoning is a component of most of our cognitive functions, it has been neglected in cognitive psychology for many decades. The Oxford Handbook of Causal Reasoning offers a state-of-the-art review of the growing field, and its contribution to the world of cognitive science. The Handbook begins with an introduction of competing theories of causal learning and reasoning. In the next section, it presents research about basic cognitive functions involved in causal cognition, such as perception, categorization, argumentation, decision-making, and induction. The following section examines research on domains that embody causal relations, including intuitive physics, legal and moral reasoning, psychopathology, language, social cognition, and the roles of space and time. The final section presents research from neighboring fields that study developmental, phylogenetic, and cultural differences in causal cognition. The chapters, each written by renowned researchers in their field, fill in the gaps of many cognitive psychology textbooks, emphasizing the crucial role of causal structures in our everyday lives. This Handbook is an essential read for students and researchers of the cognitive sciences, including cognitive, developmental, social, comparative, and cross-cultural psychology; philosophy; methodology; statistics; artificial intelligence; and machine learning.