Electronic Notes in Theoretical Computer Science · 2005 · 15 citations · 12 references
ComputingComputer ScienceDecision TheoryFormal MethodsLogicAutomated ReasoningModal LogicModel CheckingMulti-agent SystemsTemporal LogicVerificationBelief-desire-intention ModelBranching LogicBranching-time LogicBranching-time Temporal LogicDecision-making TheoryMulti-modal LogicPossible Worlds TheoryTemporal Logic Verification
Multi-agent systems are increasingly complex, and the problem of their verification and validation is acquiring increasing importance. In this paper we show how a well known and effective verification technique, model checking, can be generalized to deal with multi-agent systems. This paper explores a particular type of multi-agent system, in which each agent is viewed as having the three mental attitudes of belief (B), desire (D), and intention (I). We use a multi-modal branching-time logic BDICTL, with a semantics that is grounded in traditional decision theory and a possible-worlds framework. A preliminary implementation of the approach shows promising results.
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E. M. Clarke, Orna Grümberg, D. Long · 1996 · 6.9K citations
Intention is choice with commitment
Philip R. Cohen, Hector J. Levesque · Artificial Intelligence · 1990 · 1.9K citations