Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Provably bounded-optimal agents
Journal of Artificial Intelligence Research
A formalization of equilibria for multiagent planning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
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Intelligent systems play a crucial role in our everyday life. Yet there is still no general concept for designing such systems (at an individual, social, and inter-social level). Intelligent systems are designed on a case-by-case basis, mostly in an ad-hoc fashion lacking any kind of general design strategy. Nonetheless there are theories, which capture some profound aspects of the problem. One of them is the theory of implementation of social choice rules, which is concerned with the collective behavior in multi-agent systems. However the roots of the theory lie in social sciences, so its approach is not suitable enough for multi-agent system design. This article introduces a new game theoretic approach to implementation of social choice rules, which enables design of provably optimal multi-agent system without any restriction in general.