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Limited Reasoning in First-Order Knowledge Bases (1994)  (Make Corrections)  (10 citations)
Gerhard Lakemeyer
Artificial Intelligence



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Abstract: In traditional formal approaches to knowledge representation, agents are assumed to believe all the logical consequences of their knowledge bases. As a result, reasoning in the first-order case becomes undecidable. Since real agents are constrained by resource limitations, it seems appropriate to look for weaker forms of reasoning with better computational properties. One way to approach the problem is by modeling belief. Reasoning can then be understood as the question whether a belief follows ... (Update)

Context of citations to this paper:   More

.... Some of these classical approaches have been extended and improved in more recent proposals (e.g. Lake87] LaLe88] Lake91a] [Lake94], Delg95] Wansing shows in [Wans90] how some of these logics can be seen as particular instances of a more general non normal worlds...

...possible worlds model s logical omniscience. Many of these proposals, e.g. the logic of Levesque [20] subsequently refined by Lakemeyer [19] and by Delgrande [5] and the logic of Fagin, Halpern, and Vardi [6] can be seen as making believers perfect reasoners in a weak logic...

Cited by:   More
Limited Reasoning in First-Order Knowledge Bases with Full.. - Lakemeyer (1996)   (Correct)
Active Logics: A Unified Formal Approach to Episodic.. - Elgot-Drapkin, Kraus, ..   (Correct)
Approximate Reasoning about Combined Knowledge - Koriche (1998)   (Correct)

Active bibliography (related documents):   More   All
0.7:   On Perfect Introspection with Quantifying-in - Lakemeyer (1992)   (Correct)
0.3:   Evaluation-Based Reasoning with Disjunctive Information in.. - Lakemeyer, Levesque (2002)   (Correct)
0.3:   Unknown - Formalization And Experimentation   (Correct)

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0.2:   Multi-Agent Only Knowing - Halpern, Lakemeyer (1996)   (Correct)
0.1:   Levesque's Axiomatization of Only Knowing is Incomplete - Halpern, Lakemeyer (1995)   (Correct)
0.1:   Experiences with an Interactive Museum Tour-Guide Robot - Burgard, Cremers, Fox.. (1999)   (Correct)

Related documents from co-citation:   More   All
9:   A logic of implicit and explicit belief (context) - Levesque - 1984
6:   Reasoning about Knowledge (context) - Fagin, Halpern et al. - 1995
6:   A Deduction Model of Belief (context) - Konolige - 1986

BibTeX entry:   (Update)

G. Lakemeyer. Limited reasoning in first-order knowledge bases. Artificial Intelligence Journal 71:1--42, 1994. http://citeseer.ist.psu.edu/lakemeyer94limited.html   More

@article{ lakemeyer94limited,
    author = "Gerhard Lakemeyer",
    title = "Limited Reasoning in First-Order Knowledge Bases",
    journal = "Artificial Intelligence",
    volume = "71",
    number = "2",
    pages = "213--255",
    year = "1994",
    url = "citeseer.ist.psu.edu/lakemeyer94limited.html" }
Citations (may not include all citations):
4212   Computers and Intractability: A Guide to the Theory of NP-Co.. (context) - Garey, Johnson - 1979
982   Theoretical Computer Science (context) - Girard - 1987
311   Semantical Considerations on Nonmonotonic Logic (context) - Moore - 1985
203   An Introduction to Modal Logic (context) - Hughes, Cresswell - 1968
200   Introduction to Mathematical Logic (context) - Mendelson - 1979
191   Linear-Time Algorithms for Testing the Satisfiability of Pro.. (context) - Dowling, Gallier - 1984
183   A Useful Four-Valued Logic (context) - Belnap - 1977
161   A Logic of Implicit and Explicit Belief (context) - Levesque - 1984
119   All I Know: A Study in Autoepistemic Logic (context) - Levesque - 1990
102   Semantical Considerations on Modal Logic (context) - Kripke - 1963
97   Knowledge Compilation Using Horn Approximations - Selman, Kautz - 1991
88   Hard Problems for Simple Default Logics - Kautz, Selman - 1991
86   Foundations of a Functional Approach to Knowledge Representa.. (context) - Levesque - 1984
77   Tractable Concept Languages (context) - Donini, Lenzerini et al. - 1991
76   Making Believers out of Computers (context) - Levesque - 1986
72   A Fundamental Tradeoff in Knowledge Representation and Reaso.. (context) - Levesque - 1985
66   A knowledge-level account of abduction (context) - Levesque - 1989
59   Naming and Necessity (context) - Kripke - 1980
58   A Guide to the Modal Logics of Knowledge and Belief (context) - Halpern, Moses - 1985
42   Knowledge and Belief: An Introduction to the Logic of the Tw.. (context) - Hintikka - 1962
28   A Nonstandard Approach to the Logical Omniscience Problem - Fagin, Halpern et al. - 1990
27   the Logic of Relevance and Necessity (context) - Anderson, Belnap - 1975
26   A Decidable Fragment of Predicate Calculus (context) - Ketonen, Weyhrauch - 1984
23   Intuitive Semantics for First-Degree Entailments and Coupled.. (context) - Dunn - 1976
23   The Semantics of Entailment (context) - Routley, Meyer - 1973
22   Model-Preference Default Theories (context) - Selman, Kautz - 1990
21   Annual Reviews of Computer Science (context) - Reiter - 1987
17   The Role of Logic in Knowledge Representation and Common Sen.. (context) - Moore - 1982
17   Towards a Theory of Access-Limited Logic for Knowledge Repre.. - Crawford, Kuipers - 1989
14   Steps Towards a First-Order Logic of Explicit and Implicit B.. (context) - Lakemeyer - 1986
11   A Decidable First-Order Logic for Knowledge Representation (context) - Patel-Schneider - 1985
10   Semantics of First Degree Entailment (context) - Routley, Routley - 1972
10   Subsumption in KL-ONE is undecidable (context) - Schmidt-Schau - 1989
10   Knowledge Retrieval as Specialized Inference (context) - Frisch - 1986
7   Annual Reviews Computer Science (context) - Levesque - 1986
7   A Computationally Attractive First-Order Logic of Belief (context) - Lakemeyer - 1991
7   Obvious Logical Inferences (context) - Davis - 1981
5   Models of Belief for Decidable Reasoning in Incomplete Knowl.. (context) - Lakemeyer - 1990
5   Limited Reasoning in First-Order Knowledge Bases with Intros.. - Lakemeyer
4   Decidable Reasoning in First-Order Knowledge Bases with Perf.. (context) - Lakemeyer - 1990
4   Decidable Reasoning in First-Order Knowledge Bases with Perf.. (context) - Lakemeyer - 1991
4   Logic-Based Knowledge Representation (context) - Patel-Schneider - 1987
4   Enhancing the Power of a Decidable First-Order Reasoner (context) - Lakemeyer, Meyer
3   An Overview of Automated Reasoning and Related Fields (context) - Wos, Pereira et al. - 1985
2   On Perfect Introspection with Quantifying - Lakemeyer - 1992
1   Taxonomic Syntax for First Order Infrence (context) - McAllester, Givan - 1993
1   First Degree Entailments (context) - Anderson, Belnap - 1963



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