J-TRE: An Integrated Reasoning Environment and its Application to Timeline-based Planning

Riccardo De Benedictis
2014 International Conference of the Italian Association for Artificial Intelligence  
The application of classical artificial intelligence techniques to realistic dynamic scenarios arises interesting challenges which require, often, the tailoring of state-of-the-art solvers to the specific domains. The introduction of a "light" and highly customizable framework allows to facilitate the way a high number of possible problems are addressed. This paper introduces the ongoing work for a novel domain-independent reasoning environment called J-TRE that takes its inspiration from
more » ... aint Logic Programming flavoring it with Object Oriented features. The paper also addresses the customization of such an environment to a particular kind of automated planning, referred to as timeline-based, particularly suitable for complex domains. As a result, an alternative formalization of the timeline-based planning problem is proposed that allows for an interesting ability to solve both planning and scheduling problems in a uniform schema.
dblp:conf/aiia/Benedictis14 fatcat:yqibm2u35vebbh4d76ezkqtkry