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 Towards Conquering Uncertainty Allocation of Continuous Resources in Agent Systems.
Наименование:

Towards Conquering Uncertainty Allocation of Continuous Resources in Agent Systems.

автор Janusz M. издательство Книга по Требованию Математический анализ. Кратные и криволинейные интегралы. Задачи, решения
Cтраниц 176        мягкая обложка       
Аннотация:The experimental evaluation of the proposed algorithms shows up to three orders of magnitude speedups in solving single agent planning problems and up to one order of magnitude speedup in solving multi-agent planning problems. This monograph concentrates on reasoning techniques for intelligent, autonomous agent systems. In modeling these domains, two types of uncertainty are considered: (i) the outcomes of agent actions are uncertain and (ii) the amount of resources consumed by agent actions is uncertain and only characterized by continuous probability density functions. Additionally, it is demonstrated how the proposed algorithms allow for more efficient rescue operation in a large-scale disaster simulation. For solving planning problems modeled in these domains the monograph proposes a class of efficient algorithms that provide guarantees on the solution quality. In particular, it focuses on planning techniques for both single and multi-agent systems acting in uncertain domains.
Автор: Janusz M.
Издательство: Книга по Требованию
Год:2009
Цена:
2783 руб
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Поиск: Towards Conquering Uncertainty Allocation of Continuous Resources in Agent Systems.
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