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Download Advances in Artificial Intelligence: 19th Conference of the by Michael Y. K. Cheng, Robin Cohen (auth.), Luc Lamontagne, PDF

By Michael Y. K. Cheng, Robin Cohen (auth.), Luc Lamontagne, Mario Marchand (eds.)

This booklet constitutes the refereed court cases of the nineteenth convention of the Canadian Society for Computational reports of Intelligence, Canadian AI 2006, held in Qu?bec urban, Qu?bec, Canada in June 2006.

The e-book provides forty seven revised complete papers, rigorously reviewed and chosen from 220 submissions. The papers are geared up in topical sections on brokers, bioinformatics, constraint delight and allotted seek, wisdom illustration and reasoning, typical language, reinforcement studying and, supervised and unsupervised studying. contains CD-ROM.

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Read Online or Download Advances in Artificial Intelligence: 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Québec City, Québec, Canada, June 7-9, 2006. Proceedings PDF

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Extra resources for Advances in Artificial Intelligence: 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Québec City, Québec, Canada, June 7-9, 2006. Proceedings

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X), . , σ(y), . , a1 ) corresponds to an instantiation of α, computed by substituting each action 28 B. Bouchard, S. Giroux, and A. Bouzouane variable in α by the corresponding action sequence specified in σ. The only possible substitution for an action a is itself such that: ∀a ∈ A then σ(a) = a. Definition 3. α(an ◦ · · · ◦ x ◦ · · · ◦ a1 ) is a variable plan if and only if there exists a substitution σ(x) ∈ 2A such that α(an ◦ · · · ◦ σ(x) ◦ · · · ◦ a1 ) is a consistent plan. We note that the consistency properties will be defined in the next section.

As a result, the elapsed time of generating the coalition structures is relatively small. Although this algorithm helps reduce number of coalitions involved in generating coalition structures, there is always room to improve. We want to further improve our algorithm for larger number of agents, for example, up to 1000 24 C. Sombattheera and A. Ghose agents. , non-linear programming. References 1. : Theories of Coalition Formation. Lawrence Erlbaum Associates, Hillsdale, New Jersey (1984) 2. : Theory of Games and Economic Behaviour.

Moreover, these techniques cannot make useful predictions when novel events occur. The logical approaches of Kautz [10] and Wobke [17] are closer to our work. In these two theories, the observer agent starts with a plan library expressed with first-order axioms forming an abstraction/decomposition hierarchy. Kautz proposes a set of hypotheses (exhaustiveness, disjointedness, component/use, minimum cardinality), based on McCarthy’s circumscription theory, that serves to extract a minimal covering model of interpretation from the hierarchy, based on a set of A Smart Home Agent for Plan Recognition 35 observed actions.

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