New Reasoning for Timeline Based Planning. An Introduction to J-TRE and its Features

Time and resource reasoning are crucial aspects for modern planners to succeed in several real world domains. A quite natural way to deal with such reasoning is to use timeline based representations that have been exploited in several application-oriented planners. The search aspects of those planners still remain a "black art" for few experts of such particular approach. This paper proposes a new model to conduct search with timelines. It starts from the observation that current timeline based planners spend most search time in doing blind constraint reasoning and explores a different hybrid model to represent and reason on timelines that may overcome such computational burden.

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Contributo in atti di convegno
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De Benedictis, Riccardo
Cesta, Amedeo
SciTePress, Lisbona, PRT
4th International Conference on Agents and Artificial Intelligence. Proceedings, pp. 144–153, Vilamoura, Algarve, Portugal, 6-8 February 2012
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Amedeo Cesta's picture
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