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Specification and Verification of Multi-agent Systems

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In the last decade, multi-agent systems have both become widely applied and also increasingly complex. The applications include the use of agents as automous decision makers in often safety-critical, dangerous, or high impact scenarios (traffic control, autonomous satellites, computational markets). The complexity arises from the fact that not only do we expect the agent to make decisions in situations that are not anticipated at forehand, the agent also interacts with other complex agents, with humans, organisations, and it lives in a dynamic environment (activators of an agent can fail, communication is prone to error, human response may be ambiguous, rules of an organisation may leave behaviour open or over-constrained, and environments may change ‘spontaneously’ or as a result of other agents acting upon it).

Taking these two facts together call for a rigorous Specification and Verification of Multi-Agent Systems. Since intelligent agents are computational systems, it is no wonder that this activity builds upon and extends concepts and ideas of specifying and verifying computer-based systems in general. For one, an axiom is that the tools are mainly logical, or in any case formal. But although traditional techniques of specification and verification go a long way when reasoning about the correctness of a single agent, there are additional questions already to be asked at this level: do we ‘only’ require the agent to behave well under a pre-defined set of inputs, or do we want to allow for (partially) undefined scenarios? And do we care about the ‘correctness’ of an agent’s beliefs, desires and intentions during a computation? How do we want to guarantee that the agent ‘knows what he is doing’, has ‘reasonable desires’ and ‘only drops an intention if it(s goal) is fulfilled, or cannot be reasonably be fulfilled any longer’? And a predecessor of this ‘how to guarantee’ question is equally important: what do we exactly mean by those requirements?

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