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AGM Theory and Artificial Intelligence

In Erik J. Olson Sebastian Enqvist, Belief Revision meets Philosophy of Science. Springer. pp. 1--42 (2011)

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  1. (1 other version)Logical foundations of probability.Rudolf Carnap - 1950 - Chicago]: Chicago University of Chicago Press.
    APA PsycNET abstract: This is the first volume of a two-volume work on Probability and Induction. Because the writer holds that probability logic is identical with inductive logic, this work is devoted to philosophical problems concerning the nature of probability and inductive reasoning. The author rejects a statistical frequency basis for probability in favor of a logical relation between two statements or propositions. Probability "is the degree of confirmation of a hypothesis (or conclusion) on the basis of some given evidence (...)
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  • Intention, plans, and practical reason.Michael Bratman - 1987 - Cambridge: Cambridge, MA: Harvard University Press.
    What happens to our conception of mind and rational agency when we take seriously future-directed intentions and plans and their roles as inputs into further practical reasoning? The author's initial efforts in responding to this question resulted in a series of papers that he wrote during the early 1980s. In this book, Bratman develops further some of the main themes of these essays and also explores a variety of related ideas and issues. He develops a planning theory of intention. Intentions (...)
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  • Knowledge and practical interests.Jason Stanley - 2005 - New York: Oxford University Press.
    Jason Stanley presents a startling and provocative claim about knowledge: that whether or not someone knows a proposition at a given time is in part determined by his or her practical interests, i.e. by how much is at stake for that person at that time. In defending this thesis, Stanley introduces readers to a number of strategies for resolving philosophical paradox, making the book essential not just for specialists in epistemology but for all philosophers interested in philosophical methodology. Since a (...)
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  • The Enterprise of Knowledge: An Essay on Knowledge, Credal Probability, and Chance.Isaac Levi - 1980 - MIT Press.
    This major work challenges some widely held positions in epistemology - those of Peirce and Popper on the one hand and those of Quine and Kuhn on the other.
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  • Science and Values: The Aims of Science and Their Role in Scientific Debate.Larry Laudan - 1984 - University of California Press.
    Laudan constructs a fresh approach to a longtime problem for the philosopher of science: how to explain the simultaneous and widespread presence of both agreement and disagreement in science. Laudan critiques the logical empiricists and the post-positivists as he stresses the need for centrality and values and the interdependence of values, methods, and facts as prerequisites to solving the problems of consensus and dissent in science.
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  • Inventing Temperature: Measurement and Scientific Progress.Hasok Chang - 2004 - New York, US: OUP Usa.
    This book presents the concept of “complementary science” which contributes to scientific knowledge through historical and philosophical investigations. It emphasizes the fact that many simple items of knowledge that we take for granted were actually spectacular achievements obtained only after a great deal of innovative thinking, painstaking experiments, bold conjectures, and serious controversies. Each chapter in the book consists of two parts: a narrative part that states the philosophical puzzle and gives a problem-centred narrative on the historical attempts to solve (...)
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  • The probable and the provable.Laurence Jonathan Cohen - 1977 - Oxford: Clarendon Press.
    The book was planned and written as a single, sustained argument. But earlier versions of a few parts of it have appeared separately. The object of this book is both to establish the existence of the paradoxes, and also to describe a non-Pascalian concept of probability in terms of which one can analyse the structure of forensic proof without giving rise to such typical signs of theoretical misfit. Neither the complementational principle for negation nor the multiplicative principle for conjunction applies (...)
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  • (1 other version)On the logic of theory change: Partial meet contraction and revision functions.Carlos E. Alchourrón, Peter Gärdenfors & David Makinson - 1985 - Journal of Symbolic Logic 50 (2):510-530.
    This paper extends earlier work by its authors on formal aspects of the processes of contracting a theory to eliminate a proposition and revising a theory to introduce a proposition. In the course of the earlier work, Gardenfors developed general postulates of a more or less equational nature for such processes, whilst Alchourron and Makinson studied the particular case of contraction functions that are maximal, in the sense of yielding a maximal subset of the theory (or alternatively, of one of (...)
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  • Conceptual Revolutions.Paul Thagard - 1992 - Princeton: Princeton University Press.
    In this path-breaking work, Paul Thagard draws on history and philosophy of science, cognitive psychology, and the field of artificial intelligence to develop a ...
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  • Explanatory unification.Philip Kitcher - 1981 - Philosophy of Science 48 (4):507-531.
    The official model of explanation proposed by the logical empiricists, the covering law model, is subject to familiar objections. The goal of the present paper is to explore an unofficial view of explanation which logical empiricists have sometimes suggested, the view of explanation as unification. I try to show that this view can be developed so as to provide insight into major episodes in the history of science, and that it can overcome some of the most serious difficulties besetting the (...)
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  • Contextualism and knowledge attributions.Keith DeRose - 1992 - Philosophy and Phenomenological Research 52 (4):913-929.
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  • First-order logic.Raymond Merrill Smullyan - 1968 - New York [etc.]: Springer Verlag.
    This completely self-contained study, widely considered the best book in the field, is intended to serve both as an introduction to quantification theory and as ...
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  • (2 other versions)Falsification and the Methodology of Scientific Research Programmes.Imre Lakatos - 1970 - In Imre Lakatos & Alan Musgrave, Criticism and the growth of knowledge. Cambridge [Eng.]: Cambridge University Press. pp. 91-196.
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  • Critical scientific realism.Ilkka Niiniluoto - 1999 - New York: Oxford University Press.
    This book comes to the rescue of scientific realism, showing that reports of its death have been greatly exaggerated. Philosophical realism holds that the aim of a particular discourse is to make true statements about its subject matter. Ilkka Niiniluoto surveys different kinds of realism in various areas of philosophy and then sets out his own critical realist philosophy of science.
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  • (1 other version)Four Decades of Scientific Explanation.Wesley C. Salmon & Anne Fagot-Largeault - 1989 - History and Philosophy of the Life Sciences 16 (2):355.
    As Aristotle stated, scientific explanation is based on deductive argument--yet, Wesley C. Salmon points out, not all deductive arguments are qualified explanations. The validity of the explanation must itself be examined. _Four Decades of Scientific Explanation_ provides a comprehensive account of the developments in scientific explanation that transpired in the last four decades of the twentieth century. It continues to stand as the most comprehensive treatment of the writings on the subject during these years. Building on the historic 1948 essay (...)
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  • Problems of Knowledge: A Critical Introduction to Epistemology.Michael Williams - 2001 - Oxford University Press.
    In this exciting and original introduction to epistemology, Michael Williams explains and criticizes traditional philosophical theories of the nature, limits, methods, possibility, and value of knowing. All the main contemporary perspectives are explored and questioned, and the author's own theories put forward, making this new book essential reading for anyone, beginner or specialist, concerned with the philosophy of knowledge.
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  • Introduction to Non-Classical Logic.Graham Priest - 2001 - Cambridge and New York: Cambridge University Press.
    This is the first introductory textbook on non-classical propositional logics.
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  • How Scientists Explain Disease.Paul Thagard - 1999 - Princeton University Press.
    "This is a wonderful book! In "How Scientists Explain Disease," Paul Thagard offers us a delightful essay combining science, its history, philosophy, and sociology.
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  • How to Tell When Simpler, More Unified, or Less A d Hoc Theories Will Provide More Accurate Predictions.Malcolm R. Forster & Elliott Sober - 1994 - British Journal for the Philosophy of Science 45 (1):1-35.
    Traditional analyses of the curve fitting problem maintain that the data do not indicate what form the fitted curve should take. Rather, this issue is said to be settled by prior probabilities, by simplicity, or by a background theory. In this paper, we describe a result due to Akaike [1973], which shows how the data can underwrite an inference concerning the curve's form based on an estimate of how predictively accurate it will be. We argue that this approach throws light (...)
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  • (1 other version)Semantical Analysis of Modal Logic I. Normal Propositional Calculi.Saul A. Kripke - 1963 - Zeitschrift fur mathematische Logik und Grundlagen der Mathematik 9 (5‐6):67-96.
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  • Nonmonotonic reasoning, preferential models and cumulative logics.Sarit Kraus, Daniel Lehmann & Menachem Magidor - 1990 - Artificial Intelligence 44 (1-2):167-207.
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  • Circumscription — A Form of Non-Monotonic Reasoning.John McCarthy - 1980 - Artificial Intelligence 13 (1-2):27–39.
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  • Conceptual Spaces: The Geometry of Thought.Peter Gärdenfors - 2000 - Tijdschrift Voor Filosofie 64 (1):180-181.
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  • Two modellings for theory change.Adam Grove - 1988 - Journal of Philosophical Logic 17 (2):157-170.
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  • (1 other version)Knowledge in Flux. Modeling the Dynamics of Epistemic States.Peter Gärdenfors - 1988 - Studia Logica 49 (3):421-424.
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  • (1 other version)Some Philosophical Problems from the Standpoint of Artificial Intelligence.J. McCarthy & P. J. Hayes - 1969 - Machine Intelligence 4:463-502.
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  • A Textbook of Belief Dynamics: Solutions to Exercises.Sven Ove Hansson - 1999 - Dordrecht, Netherland: Kluwer Academic Publishers.
    In the middle of the 1980s, logical tools were discovered that make it possible to model changes in belief and knowledge in entirely new ways. These logical tools turned out to be applicable both to human beliefs and to the contents of databases. This is the first textbook in this new area. It contains both discursive chapters with a minimum of formalism and formal chapters in which proofs and proof methods are presented. By using different selections from the formal section (...)
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  • Change, choice and inference: a study of belief revision and nonmonotonic reasoning.Hans Rott - 2001 - New York: Oxford University Press.
    Change, Choice and Inference develops logical theories that are necessary both for the understanding of adaptable human reasoning and for the design of intelligent systems. The book shows that reasoning processes - the drawing on inferences and changing one's beliefs - can be viewed as belonging to the realm of practical reason by embedding logical theories into the broader context of the theory of rational choice. The book unifies lively and significant strands of research in logic, philosophy, economics and artificial (...)
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  • Explanatory coherence (plus commentary).Paul Thagard - 1989 - Behavioral and Brain Sciences 12 (3):435-467.
    This target article presents a new computational theory of explanatory coherence that applies to the acceptance and rejection of scientific hypotheses as well as to reasoning in everyday life, The theory consists of seven principles that establish relations of local coherence between a hypothesis and other propositions. A hypothesis coheres with propositions that it explains, or that explain it, or that participate with it in explaining other propositions, or that offer analogous explanations. Propositions are incoherent with each other if they (...)
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  • Beyond Positivism and Relativism: Theory, Method, and Evidence.Larry Laudan - 1996 - Westview Press.
    By targeting and critiquing these assumptions, he lays the groundwork for a post-positivist philosophy of science that does not provide aid and comfort to the enemies of reason. This book consists of thirteen essays.
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  • Bridges from Classical to Nonmonotonic Logic.David Makinson - 2005 - London: King's College Publications.
    An graduate level introduction to nonmonotonic reasoning, emphasizing structures and spirit common to different formulations, with exercises.
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  • The structure of scientific revolutions.Dudley Shapere - 1964 - Philosophical Review 73 (3):383-394.
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  • Knowledge and the State of Nature.Edward Craig - 1990 - Revue Philosophique de la France Et de l'Etranger 183 (3):620-621.
    The standard philosophical project of analysing the concept of knowledge has radical defects in its arbitrary restriction of the subject matter, and its risky theoretical presuppositions. Edward Craig suggests a more illuminating approach, akin to the `state of nature' method found in political theory, which builds up the concept from a hypothesis about the social function of knowledge and the needs it fulfils. Light is thrown on much that philosophers have written about knowledge, about its analysis and the obstacles to (...)
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  • Facing the Future: Agents and Choices in Our Indeterminist World.Nuel Belnap, Michael Perloff & Ming Xu - 2001 - Philosophical Quarterly 52 (209):660-662.
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  • (1 other version)History of science and its rational reconstructions.Imre Lakatos - 1971 - In R. C. Buck & R. S. Cohen, Psa 1970. Boston Studies in the Philosophy of Science Viii. D. Reidel. pp. 91-108.
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  • Popper’s qualitative theory of verisimilitude.David Miller - 1974 - British Journal for the Philosophy of Science 25 (2):166-177.
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  • Two Recent Theories of Conditionals.Allan Gibbard - 1981 - In William Leonard Harper, Robert Stalnaker & Glenn Pearce, Ifs. Dordrecht: D. Reidel. pp. 211-247.
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  • Belief, awareness, and limited reasoning.Ronald Fagin & Joseph Y. Halpern - 1987 - Artificial Intelligence 34 (1):39-76.
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  • Slightly more realistic personal probability.Ian Hacking - 1967 - Philosophy of Science 34 (4):311-325.
    A person required to risk money on a remote digit of π would, in order to comply fully with the theory [of personal probability] have to compute that digit, though this would really be wasteful if the cost of computation were more than the prize involved. For the postulates of the theory imply that you should behave in accordance with the logical implications of all that you know. Is it possible to improve the theory in this respect, making allowance within (...)
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  • Abductive Reasoning.Douglas Walton - 2004 - Tuscaloosa, AL, USA: University Alabama Press.
    This book examines three areas in which abductive reasoning is especially important: medicine, science, and law. The reader is introduced to abduction and shown how it has evolved historically into the framework of conventional wisdom in logic. Discussions draw upon recent techniques used in artificial intelligence, particularly in the areas of multi-agent systems and plan recognition, to develop a dialogue model of explanation. Cases of causal explanations in law are analyzed using abductive reasoning, and all the components are finally brought (...)
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  • Valuation and acceptance of scientific hypotheses.Richard C. Jeffrey - 1956 - Philosophy of Science 23 (3):237-246.
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  • (1 other version)What does a conditional knowledge base entail?Daniel Lehmann & Menachem Magidor - 1992 - Artificial Intelligence 55 (1):1-60.
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  • Social Choice and Individual Values.Kenneth Joseph Arrow - 1951 - New York, NY, USA: Wiley: New York.
    The literature on the theory of social choice has grown considerably beyond the few items in existence at the time the first edition of this book appeared in 1951. Some of the new literature has dealt with the technical, mathematical aspects, more with the interpretive. My own thinking has also evolved somewhat, although I remain far from satisfied with present formulations. The exhaustion of the first edition provides a convenient time for a selective and personal stocktaking in the form of (...)
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  • Patterns of abduction.Gerhard Schurz - 2008 - Synthese 164 (2):201-234.
    This article describes abductions as special patterns of inference to the best explanation whose structure determines a particularly promising abductive conjecture and thus serves as an abductive search strategy. A classification of different patterns of abduction is provided which intends to be as complete as possible. An important distinction is that between selective abductions, which choose an optimal candidate from given multitude of possible explanations, and creative abductions, which introduce new theoretical models or concepts. While selective abduction has dominated the (...)
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  • A truth maintenance system.Jon Doyle - 1979 - Artificial Intelligence 12 (3):231-272.
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  • Change, Choice and Inference. A Study of Belief Revision and Nonmonotonic Reasoning.Hans Rott - 2001 - Studia Logica 77 (1):145-147.
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  • Belief revisions and the Ramsey test for conditionals.Peter Gärdenfors - 1986 - Philosophical Review 95 (1):81-93.
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  • Types of inter-theoretic reduction.Lawrence Sklar - 1967 - British Journal for the Philosophy of Science 18 (2):109-124.
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  • Gambling with Truth.Isaac Levi - 1968 - British Journal for the Philosophy of Science 19 (3):261-263.
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  • On the logic of theory change: Contraction functions and their associated revision functions.Carlos E. Alchourron & David Makinson - 1982 - Theoria 48 (1):14-37.
    A study in the logic of theory change, examining the properties of maxichoice contraction and revision operations.
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