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Towards the Verification of Strategic Properties in Multi-Agent Systems with Imperfect Information

Published 27 Dec 2021 in cs.MA and cs.LO | (2112.13621v1)

Abstract: In logics for the strategic reasoning the main challenge is represented by their verification in contexts of imperfect information and perfect recall. In this work, we show a technique to approximate the verification of Alternating-time Temporal Logic (ATL*) under imperfect information and perfect recall, which is known to be undecidable. Given a model M and a formula $\varphi$, we propose a verification procedure that generates sub-models of M in which each sub-model M' satisfies a sub-formula $\varphi'$ of $\varphi$ and the verification of $\varphi'$ in M' is decidable. Then, we use CTL* model checking to provide a verification result of $\varphi$ on M. We prove that our procedure is in the same class of complexity of ATL* model checking under perfect information and perfect recall, we present a tool that implements our procedure, and provide experimental results.

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References (18)
  1. Alternating-time temporal logic. J. ACM, 49(5):672–713, 2002.
  2. C. Dima and F.L. Tiplea. Model-checking ATL under imperfect information and perfect recall semantics is undecidable. CoRR, abs/1102.4225, 2011.
  3. An abstraction-based method for verifying strategic properties in multi-agent systems with imperfect information. In AAAI, pages 6030–6037, 2019.
  4. A three-valued approach to strategic abilities under imperfect information. In KR, pages 89–98, 2020.
  5. Approximating perfect recall when model checking strategic abilities. In KR, pages 435–444, 2018.
  6. Approximate verification of strategic abilities under imperfect information. Artif. Intell., 277, 2019.
  7. Strategy logic with imperfect information. In LICS, pages 1–12, 2017.
  8. Verification of multi-agent systems with imperfect information and public actions. In AAMAS 2017, pages 1268–1276, 2017.
  9. Verification of broadcasting multi-agent systems against an epistemic strategy logic. In IJCAI’17, pages 91–97, 2017.
  10. W. Jamroga and W. van der Hoek. Agents that know how to play. Fund. Inf., 62:1–35, 2004.
  11. Reasoning about Knowledge. MIT, 1995.
  12. C. Baier and J. P. Katoen. Principles of Model Checking (Representation and Mind Series). 2008.
  13. NASA. Mars curiosity rover, 2012.
  14. Alternating-time temporal logic. In FOCS97, pages 100–109, 1997.
  15. A. Lomuscio and F. Raimondi. Model checking knowledge, strategies, and games in multi-agent systems. In AAMAS, pages 161–168, 2006.
  16. A tool for verifying strategic properties in mas with imperfect information, 2020.
  17. Strategy logic. In CONCUR07, pages 59–73, 2007.
  18. Reasoning about strategies: On the model-checking problem. ACM Trans. Comput. Log., 15(4):34:1–34:47, 2014.
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