Colloquium on Reasoning about Actions and Change |
Modality as ways in which objects may stand in suitable relations with each other is a basic phenomenon. Prepositions may be necessarily true or false, rational agents may see to it that or believe or doubt that something is the case, each verification of a certain proposition may be provably transformable into a verification of some other proposition, etc.
Does modal logic, broadly conceived, offer adequate formal representations of modality? John McCarthy (1997) questions the usefulness of modal logic for the representation of modality in artificial intelligence (AI) and knowledge representation (KR). McCarthy requires for instance that "[i]ntroducing new modalities should involve no more fuss than introduce a new predicate". One may wonder why we should use modal logics at all, especially view of first-order KR formalisms like the situation calculus. Who would not like to avoid fuss?
I disagree with McCarthy, and I would like to argue in favour of modal logic. I think that it would be a bad move to avoid modal logic, in particular because modal logic is alive and thriving, perhaps more so than ever. It has become a mature field that can be of great benefit to many areas - including AI and KR.
First, abandoning modal logic does not solve McCarthy's problem quoted above. Introducing new predicates instead of modal operators may require including intensions, actions, events, and other entities into the domain of discourse, and we would also have to axiomatize these predicates. Of coursse, also newly introduced modal operators call for an axiomatization. However, using new predicates instead of modal operators deprives us of the appealing and insightful interpretation of modal formulas relative to possibly compound states with an interesting relational structure.
Second, there is a general point to be made here. Although established and useful modal logics like S4 and S5 may be viewed as fragments of first-order logic, faithful embeddings and 'reductions` are in the first place instrumental. Normally, the reducing theory is not really meant to replace the reduced theory. The interest in reductions derives from the fact that they
A well-known example is the Gödel translation of intuitionistic propositional logic IPL into S4, which is both conceptually illuminating and technically useful. This embedding reveals that intuitionistic implication can be viewed as strict material implication, and it allows one, for instance, to infer the decidability of IPL from the decidability of S4. But never has it been proposed to replace in any sense IPL by S4.
An interesting example in KR is provided by description logics, which are restricted first-order formalisms. Although the concept language ALC is only a syntactic variant of the smallest normal polymodal logic, it nevertheless has been suggested to further extend ALC by modal epistemic operators (see Gräber et al., 1995; Wolter and Zakharyaschev, 1998).
Another instructive example of the use of modal logic can be found in the logic of agency. The seeing-to-it-that theory of agency due to Belnap, Perloff, and Xu (see, for instance, Horty and Belnap (1995) and references therein) is an extended modal formalism, in which structured reference indices (namely moment-history pairs) are combined with a choice function partitioning for every agent alpha and moment m, the histories passing through m into sets of histories that are choice-equivalent for alpha at m. Modal logic broadly conceived is thus a much richer and more versatile research paradigm than just, say, interpreting normal modal operators as philosophically or otherwise interesting modalities.
The third reason why I think McCarthy is mistaken in dismissing modal logic is the fact that the field has never been more active and interesting than now, and ignoring this would be a misstake. Let me explain why.
Although the early Quinean reservations against modal logic inspired by the supposed opaque interaction of modal operators and quantifiers turned out to have no lasting impact, in his acknowledgment to A Manual of Intensional Logic, written in 1984, the distinguished modal logician Johan van Benthem describes himself as "an exponent (and product) of the "ancien régime" in intensional logic." This description is alluding to the development of situation theory (Barwise and Perry, 1983) and the fascination it had created. Indeed, in the early 1980s it seemed that modal logic had somehow lost its internal dynamics and external attraction. Since then, however, modal logic both in a narrow and in a wider sense has regained power. This recent rise of modal logic is due to various developments.
A further sign of the area's maturity is provided by the Advances in Modal Logic initiative with its bi-annual workshops and proceedings volumes devoted entirely to advanced research on all aspect of modal logic (see, Kracht et al., 1998).
And last, but certainly not as a research program that, although there was no prior intention of a Journal of Logic, Language and Information thematic issue on modal logic, it just happened that a collection of accepted papers emerged all of which are contributions to modal logic either in the sense of dealing with alethic, temporal, or epistemic modal operators or in the sense of dealing with "referential multiplicity" and semantic structures for modalities. The papers of the present issue reflect the recent interest in modal proof theory, the application of temporal and epistemic logics in AI, ant the mathematical sophistication achieved in modal model theory.
Maybe a "deeper" reason for the remarkable stability of modal logic and its present flourishing is the ubiquity of modal notions and the fact that so many phenomena lend themselves to the kind of restricted descriptions provided by modal formalisms. Various concepts of great philosophical or computational importance are modal, like for instance
These and further notions may be adjoined to all kinds of non-classical non-modal proposional or first higher-order base logics. And in contrast to the Quinean view and to McCarthy's dictum, I am inclined to predict that modal propositional and predicate logics will play a durable central role not only in philosophical analysis but also in formal representations in other disciplines like AI and computational linguistics.
Barwise, J. and Perry, J., 1983, Situations and Attitudes, Cambridge, MA: MIR Press.
Belnap, N.D., Perloff, M., and Xu, M., 1996, Facing the Future: Actual Agents, Real Choices, manuscript.
Blackburn, P. and Meyer-Viol, W., 1997, "Modal logic and model-theoretic syntax," pp. 29-60 in Advances in Intensional Logic, M. de Rijke, ed., Dordrecht: Kluwer Academic Publishers.
Blackburn, P., de Rijke, M., and Venema, Y., 1998, Modal Logic, manuscript.
Chagrov, A. and Zakharyaschev, M., 1997, Modal Logic, Oxford: Oxford University Press.
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Gräber, A., Bürckert, H.-J., and Laux, A., 1995, "Terminology reasoning with knowledge and belief," pp. 29-64 in Knowledge and Belief in Philosophy and Artificial Intelligence, A. Laux and H. Wansing, eds., Berlin: Akademie Verlag.
Horty, J. and Belnap, N.D., 1995, "The deliberative stit: A study of action, omission, ability, and obligation," Journal of Philosophical Logic 24, 583-644.
Kozen, D. and Tiuryn, J., 1990, "Logics of programs," pp. 789-840 in Handbook of Theoretical Computer Science, Vol. B, J. van Leeuwen, ed., Amsterdam: North-Holland.
Kracht, M., 1989, "On the logic of category definitions," Computational Linquistics 15, 111-113.
Kracht, M., 1996, Tools and Techniques in Modal Logic, Habilitationsschrift, Free University of Berlin.
Kracht, M., de Rijke, M., Wansing, H., and Zakharyaschev, M., eds., 1998, Advances in Modal Logic. Vol. 1, Stanford, CA: CSLI Publications.
Laux, A. and Wansing, H., eds., 1995, Knowledge and Belief in Philosophy and Artificial Intelligence, Berlin: Akademie Verlag.
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Marx, M. and Venema, Y., 1996, Multi-Dimensional Modal Logic, Dordrecth: Kluwer Academic Publishers.
McCarthy, J., 1997, "Modality, si! Modal logic, no!," Studia Logica 59, 29-32.
Meyer, J.-J. and van der Hoek, W., 1995, Epistemic Logic for AI and Computer Science, Cambridge: Cambridge University Press.
Ponse, A., de Rijke, M., and Venema, Y., eds., 1995, Modal Logic and Process Algebra, Stanford, CA: CSLI Publications.
Van Benthem, J., 1988. A Manual of Intensional Logic. 2nd revised and expanded edition. Stanford, CA: CSLI Publications.
Van Benthem, J., 1996. Exploring Logical Dynamics. Stanford, CA: CSLI Publications.
Wansing, H., ed., 1996. Proof Theory of Modal Logic. Dordrecht: Kluwer Academic Publishers.
Wansing, H., ed., 1998. Displaying Modal Logic. Dordrecht: Kluwer Academic Publishers, to appear.
Wolter, F. and Zakharyaschev, M., "Satisfiability problem in description logics with modal operators". In Proceedings of KR'98, San Francisco, CA: Morgan Kaufmann, to appear.
Zakharyaschev, M., Wolter, F., and Chagrov, A., 1998. "Advanced modal logic," in Handbook of Philosophical Logic, new edition, D. Gabbay and F. Guenthner, eds., Dordrecht: Kluwer Academic Publishers, to appear.
Editor:
Erik Sandewall, Linköping University, Sweden.
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http://www.ida.liu.se/ext/etai/rac/notes/1997/02/debet.html