TR-2006005: Logical Omniscience via Proof Complexity

The Hintikka-style modal logic approach to knowledge has a well-known defect of logical omniscience, i.e., an unrealistic feature that an agent knows all logical consequences of her assumptions. In this paper we suggest the following Logical Omniscience Test (LOT): an epistemic system E is not logically omniscient if for any valid in E knowledge assertion A of type ‘F is known’ there is a proof of F in E, the complexity of which is bounded by some polynomial in the length of A. We show that the usual epistemic modal logics are logically omniscient (modulo some common complexity assumptions). We also apply LOT to Justification Logic, which along with the usual knowledge operator Ki(F ) (‘agent i knows F ’) contain evidence assertions t:F (‘t is a justification for F ’). In Justification Logic, the evidence part is an appropriate extension of the Logic of Proofs LP, which guarantees that the collection of evidence terms t is rich enough to match modal logic. We show that justification logic systems are logically omniscient w.r.t. the usual knowledge and are not logically omniscient w.r.t. the evidence-based knowledge.

[1]  Rohit Parikh Logical omniscience and common knowledge: WHAT do we know and what do WE know? , 2005, TARK.

[2]  Melvin Fitting,et al.  The logic of proofs, semantically , 2005, Ann. Pure Appl. Log..

[3]  Moshe Y. Vardi On Epistemic Logic and Logical Omniscience , 1986, TARK.

[4]  Alvin I. Goldman,et al.  A Causal Theory of Knowing , 1967 .

[5]  Laurence Bonjour,et al.  The coherence theory of empirical knowledge , 1976 .

[6]  Richard E. Ladner,et al.  The Computational Complexity of Provability in Systems of Modal Propositional Logic , 1977, SIAM J. Comput..

[7]  Sergei N. Artëmov,et al.  Logic of knowledge with justifications from the provability perspective. , 2004 .

[8]  Edmund L. Gettier Is Justified True Belief Knowledge? , 1963, Arguing About Knowledge.

[9]  J. Hintikka Knowledge and belief , 1962 .

[10]  Rohit Parikh Knowledge and the Problem of Logical Omniscience , 1987, ISMIS.

[11]  Ronald Fagin,et al.  Belief, Awareness, and Limited Reasoning: Preliminary Report , 1985, IJCAI.

[12]  Vincent F. Hendricks,et al.  Active Agents , 2003, J. Log. Lang. Inf..

[13]  Heinrich Wansing,et al.  A general possible worlds framework for reasoning about knowledge and belief , 1990, Stud Logica.

[14]  K. Konolige A deduction model of belief , 1986 .

[15]  Sergei N. Artëmov Evidence-Based Common Knowledge , 2005 .

[16]  Sergei N. Artëmov,et al.  Introducing Justification into Epistemic Logic , 2005, J. Log. Comput..

[17]  Stephen Cook,et al.  Corrections for "On the lengths of proofs in the propositional calculus preliminary version" , 1974, SIGA.

[18]  Yoram Moses,et al.  Resource-bounded Knowledge , 1988, TARK.

[19]  Robert C. Moore Reasoning About Knowledge in Artificial Intelligence , 1986, TARK.

[20]  Sergei N. Artëmov Justified common knowledge , 2006, Theor. Comput. Sci..

[21]  Sergei N. Artëmov Explicit provability and constructive semantics , 2001, Bull. Symb. Log..

[22]  P. Pudlák Chapter VIII - The Lengths of Proofs , 1998 .

[23]  Hector J. Levesque,et al.  A Logic of Implicit and Explicit Belief , 1984, AAAI.

[24]  Rohit Parikh,et al.  Logical Omniscience , 1994, LCC.

[25]  Keith Lehrer,et al.  Knowledge: Undefeated Justified True Belief , 1969 .

[26]  Joseph Y. Halpern,et al.  A Guide to Completeness and Complexity for Modal Logics of Knowledge and Belief , 1992, Artif. Intell..

[27]  Brian Logan,et al.  Ascribing beliefs to resource bounded agents , 2002, AAMAS '02.

[28]  Alexey Mkrtychev,et al.  Models for the Logic of Proofs , 1997, LFCS.

[29]  Robert J. Aumann Reasoning About Knowledge in Economics , 1986, TARK.

[30]  Jaakko Hintikka,et al.  Impossible possible worlds vindicated , 1975, J. Philos. Log..

[31]  Ronald Fagin,et al.  A Nonstandard Approach to the Logical Omniscience Problem , 1990, Artif. Intell..

[32]  Ronald Fagin,et al.  Belief, Awareness, and Limited Reasoning. , 1987, Artif. Intell..

[33]  Michel Bidoit,et al.  A Rehabilitation of Robinson's Unification Algorithm , 1983, IFIP Congress.

[34]  Sergei N. Artëmov,et al.  On epistemic logic with justification , 2005, TARK.

[35]  Nikolai V. Krupski,et al.  On the complexity of the reflected logic of proofs , 2006, Theor. Comput. Sci..