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2019 AAAI AAAI 2019

An Abstraction-Based Method for Verifying Strategic Properties in Multi-Agent Systems with Imperfect Information

Abstract We investigate the verification of Multi-agent Systems against strategic properties expressed in Alternating-time Temporal Logic under the assumptions of imperfect information and perfect recall. To this end, we develop a three-valued semantics for concurrent game structures upon which we define an abstraction method. We prove that concurrent game structures with imperfect information admit perfect information abstractions that preserve three-valued satisfaction. Further, we present a refinement procedure to deal with cases where the value of a specification is undefined. We illustrate the overall procedure in a variant of the Train Gate Controller scenario under imperfect information and perfect recall.

🚀 Conference Pioneer - AAAI 2019
🌉 Interdisciplinary Bridge - Artificial Intelligence and Knowledge & Reasoning
🐣 Hot Topic Early Bird - formal verification

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