Nuclear deterrence and the logic of deliberative mindreading

Although the computational modeling of ''mindreading'' (e.g., believing that you believe that there's a deadly boa in the box, Smith mindreadingly predicts that you will refrain from removing the top) is well-established, this success has been achieved primarily in connection with scenarios that, relatively speaking, are both simple and common. Herein, we introduce a new computational-logic framework that allows formalization of mindreading of a rather more demanding sort: viz., deliberative multi-agent mindreading, applied to the realm of nuclear strategy. This form of mindreading, in this domain, is both complex and uncommon: it for example can quickly involve at least formulae reflecting fifth-order beliefs, and requires precise deductive reasoning over such iterated beliefs. In addition, the relevant models and simulations involve three, four, five agents, and sometimes many more. In the nuclear-strategy realm, for example, the better kind of modeling, simulation, and prediction (MSP) that our framework is intended to enable, should ultimately be capable of formalizing, at once, the arbitrarily iterated beliefs of at least every civilized nation on Earth. Based on our modeling, we present a set of desiderata that any modeling framework should satisy to be able to capture deliberative multi-agent mindreading in domains such as nuclear deterrence. Using our desiderata, we evaluate game theory, metagame theory, digital games, and tabletop games when used to model nuclear deterrence. Finally, we consider and rebut possible objections to our modeling paradigm and conclude with a map of ongoing and future work.

[1]  Selmer Bringsjord,et al.  Perhaps the Rigorous Modeling of Economic Phenomena Requires Hypercomputation , 2012, Int. J. Unconv. Comput..

[2]  Leslie R. Herbert Cowboys Full: The Story of Poker , 2010 .

[3]  Sharon D Manning Thinking things through , 2009 .

[4]  Hajnal Andréka,et al.  A logic road from special relativity to general relativity , 2010, Synthese.

[5]  María Manzano,et al.  Extensions of First-Order Logic , 1996 .

[6]  Gerhard Gentzen,et al.  Investigations into Logical Deduction , 1970 .

[7]  Hajnal Andréka,et al.  Logic of Space-Time and Relativity Theory , 2007, Handbook of Spatial Logics.

[8]  Selmer Bringsjord,et al.  In Defense of the Unprovability of the Church-Turing Thesis , 2010, Int. J. Unconv. Comput..

[9]  Mikolás Janota,et al.  Digital Object Identifier (DOI): , 2000 .

[10]  Michael Potter,et al.  Set theory and its philosophy : a critical introduction , 2004 .

[11]  Paul Bello,et al.  Attention and Association Explain the Emergence of Reasoning About False Beliefs in Young Children , 2007 .

[12]  A. Wiles,et al.  Ring-Theoretic Properties of Certain Hecke Algebras , 1995 .

[13]  Selmer Bringsjord,et al.  Proof verification and proof discovery for relativity , 2015, Synthese.

[14]  Barbara Messing,et al.  An Introduction to MultiAgent Systems , 2002, Künstliche Intell..

[15]  Selmer Bringsjord,et al.  Analogico-Deductive Generation of Gödel's First Incompleteness Theorem from the Liar Paradox , 2013, IJCAI.

[16]  Nicolas Bourbaki Elements of Mathematics: Theory of Sets , 1968 .

[17]  Chris Crawford,et al.  Balance of Power , 1986 .

[18]  Ronald Fagin,et al.  Reasoning about knowledge , 1995 .

[19]  Jun Zhang,et al.  Metagame Strategies of Nation-States, with Application to Cross-Strait Relations , 2008 .

[20]  Lou Goble,et al.  Preference semantics for deontic logic part I — Simple models , 2003 .

[21]  E. Davis,et al.  Common Sense Reasoning , 2014, Encyclopedia of Social Network Analysis and Mining.

[22]  Nissim Francez,et al.  Proof-theoretic semantics for a natural language fragment , 2007, MOL.

[23]  M. Deutsch Trust and suspicion , 1958 .

[24]  A. Wiles Modular Elliptic Curves and Fermat′s Last Theorem(抜粋) (フェルマ-予想がついに解けた!?) , 1995 .

[25]  Emiliano Lorini,et al.  An Epistemic Logic of Extensive Games , 2011, M4M/LAMAS.

[26]  K. Arrow,et al.  The New Palgrave Dictionary of Economics , 2020 .

[27]  Adam Brandenburger,et al.  Epistemic Game Theory : Complete Information ∗ , 2005 .

[28]  Steven N. Durlauf,et al.  Epistemic Game Theory: Incomplete Information , 2010 .

[29]  J. Haldane The Axiomatic Method in Biology , 1938, Nature.

[30]  Michael R. Lowry,et al.  Deductive Composition of Astronomical Software from Subroutine Libraries , 1994, CADE.

[31]  Anatol Rapoport,et al.  The 2 X 2 game , 1976 .

[32]  J. Madarász,et al.  Logic and Relativity (in the light of definability theory) , 2002 .

[33]  T. W. Ross,et al.  Cooperation without Reputation: Experimental Evidence from Prisoner's Dilemma Games , 1996 .

[34]  Erwin Engeler,et al.  Languages with expressions of infinite length , 1966 .

[35]  G. Gentzen Untersuchungen über das logische Schließen. I , 1935 .

[36]  Johan van Benthem,et al.  Handbook of Spatial Logics , 2007 .

[37]  Gergely Sz'ekely,et al.  First-Order Logic Investigation of Relativity Theory with an Emphasis on Accelerated Observers , 2010, 1005.0973.

[38]  J. Horty Reasons as Defaults , 2012 .

[39]  Selmer Bringsjord,et al.  The Cambridge Handbook of Computational Psychology: Declarative/Logic-Based Cognitive Modeling , 2008 .

[40]  G. Kreisel The Collected Papers of Gerhard Gentzen , 1971 .

[41]  Selmer Bringsjord,et al.  Psychometric Artificial General Intelligence: The Piaget-MacGuyver Room , 2012 .

[42]  Selmer Bringsjord,et al.  Toward a Modern Geography of Minds, Machines, and Math , 2011, PT-AI.

[43]  D. Lutz,et al.  Paradoxes of Rationality: Theory of Metagames and Political Behavior , 1973 .

[44]  Selmer Bringsjord,et al.  Propositional Attitudes and Causation , 2009, Int. J. Softw. Informatics.

[45]  Selmer Bringsjord,et al.  Toward Formalizing Common-Sense Psychology: An Analysis of the False-Belief Task , 2008, PRICAI.

[46]  G. Kreisel A Survey of Proof Theory II , 1971 .

[47]  Bruce Bueno de Mesquita,et al.  An Introduction to Game Theory , 2014 .

[48]  Olivier Roy,et al.  Epistemic logic and the foundations of decision and game theory , 2010 .

[49]  Konstantinos Arkoudas Denotational proof languages , 2000 .

[50]  David T. Seigel Nuclear Deterrence in the 21st Century: Lessons from the Cold War for a New Era of Strategic Piracy , 2013 .

[51]  Selmer Bringsjord,et al.  The logicist manifesto: At long last let logic-based artificial intelligence become a field unto itself , 2008, J. Appl. Log..

[52]  Ariel Rubinstein,et al.  A Course in Game Theory , 1995 .