Abstract
We present a model checking algorithm for alternating-time temporal logic (ATL) with imperfect information and imperfect recall. This variant of ATL is arguably most appropriate when it comes to modeling and specification of multi-agent systems. The related variant of model checking is known to be theoretically hard (\(\Delta^{\rm P}_{2}\)- to pspace-complete, depending on the assumptions), but virtually no practical attempts at it have been proposed so far. Our algorithm searches through the set of possible uniform strategies, utilizing a simple reduction technique. In consequence, it not only verifies existence of a suitable strategy but also produces one (if it exists). We validate the algorithm experimentally on a simple scalable class of models, with promising results.
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References
Ågotnes, T.: A note on syntactic characterization of incomplete information in ATEL. In: Procedings of Workshop on Knowledge and Games, pp. 34–42 (2004)
Ã…gotnes, T., Goranko, V., Jamroga, W., Wooldridge, M.: Knowledge and ability. In: van der Hoek, W., van Ditmarsch, H.P., Halpern, J.Y., Kooi, B.P. (eds.) Handbook of Logics for Knowledge and Belief. Springer (to appear, 2014)
Alur, R., de Alfaro, L., Grossu, R., Henzinger, T.A., Kang, M., Kirsch, C.M., Majumdar, R., Mang, F.Y.C., Wang, B.-Y.: jMocha: A model-checking tool that exploits design structure. In: Proceedings of ICSE, pp. 835–836 (2001)
Alur, R., Henzinger, T.A., Kupferman, O.: Alternating-time Temporal Logic. In: Proceedings of the 38th Annual Symposium on Foundations of Computer Science (FOCS), pp. 100–109. IEEE Computer Society Press (1997)
Alur, R., Henzinger, T.A., Kupferman, O.: Alternating-time Temporal Logic. Journal of the ACM 49, 672–713 (2002)
Alur, R., Henzinger, T.A., Mang, F.Y.C., Qadeer, S., Rajamani, S.K., Tasiran, S.: MOCHA: Modularity in model checking. In: Hu, A.J., Vardi, M.Y. (eds.) CAV 1998. LNCS, vol. 1427, pp. 521–525. Springer, Heidelberg (1998)
Bulling, N., Jamroga, W.: Comparing variants of strategic ability. Journal of Autonomous Agents and Multi-Agent Systems 28(3), 474–518 (2014)
Calta, J., Shkatov, D., Schlingloff, H.: Finding uniform strategies for multi-agent systems. In: Dix, J., Leite, J., Governatori, G., Jamroga, W. (eds.) CLIMA XI. LNCS, vol. 6245, pp. 135–152. Springer, Heidelberg (2010)
Dima, C., Tiplea, F.L.: Model-checking atl under imperfect information and perfect recall semantics is undecidable. CoRR, abs/1102.4225 (2011)
Jamroga, W., Ã…gotnes, T.: Modular interpreted systems: A preliminary report. Technical Report IfI-06-15, Clausthal University of Technology (2006)
Jamroga, W., Dix, J.: Model checking ATL ir is indeed \(\Delta_2^P\)-complete. In: Proceedings of EUMAS 2006 (2006)
Jamroga, W., van der Hoek, W.: Agents that know how to play. Fundamenta Informaticae 63(2-3), 185–219 (2004)
Kacprzak, M., Penczek, W.: Unbounded model checking for Alternating-time Temporal Logic. In: Proceedings of AAMAS 2004 (2004)
Köster, M., Lohmann, P.: Abstraction for model checking modular interpreted systems over ATL. In: Proceedings of AAMAS, pp. 1129–1130 (2011)
Kwiatkowska, M., Lomuscio, A., Qu, H.: Parallel model checking for temporal epistemic logic. In: Proceedings of ECAI, pp. 543–548 (2010)
Lomuscio, A., Qu, H., Raimondi, F.: MCMAS: A model checker for the verification of multi-agent systems. In: Bouajjani, A., Maler, O. (eds.) CAV 2009. LNCS, vol. 5643, pp. 682–688. Springer, Heidelberg (2009)
Lomuscio, A., Raimondi, F.: mcmas: A model checker for multi-agent systems. In: Hermanns, H., Palsberg, J. (eds.) TACAS 2006. LNCS, vol. 3920, pp. 450–454. Springer, Heidelberg (2006)
Papalamprou, P.: Logic-based verification of games with imperfect information. Master thesis, University of Luxembourg (2013)
Qu, H., Lomuscio, A., Raimondi, F.: MCMAS with uniform strategies. Personal communication (2014)
Schobbens, P.Y.: Alternating-time logic with imperfect recall. Electronic Notes in Theoretical Computer Science 85(2), 82–93 (2004)
van der Hoek, W., Lomuscio, A., Wooldridge, M.: On the complexity of practical ATL model checking. In: Stone, P., Weiss, G. (eds.) Proceedings of AAMAS 2006, pp. 201–208 (2006)
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Pilecki, J., Bednarczyk, M.A., Jamroga, W. (2014). Synthesis and Verification of Uniform Strategies for Multi-agent Systems. In: Bulling, N., van der Torre, L., Villata, S., Jamroga, W., Vasconcelos, W. (eds) Computational Logic in Multi-Agent Systems. CLIMA 2014. Lecture Notes in Computer Science(), vol 8624. Springer, Cham. https://doi.org/10.1007/978-3-319-09764-0_11
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DOI: https://doi.org/10.1007/978-3-319-09764-0_11
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