RT Conference Proceedings T1 Using the relaxed plan heuristic to select goals in oversubscription planning problems A1 García Olaya, Ángel A1 Rosa Turbides, Tomás Eduardo de la A1 Borrajo Millán, Daniel AB Oversubscription planning (OSP) appears in manyreal problems where nding a plan achieving all goals is infeasi-ble. The objective is to nd a feasible plan reaching a goal sub-set while maximizing some measure of utility. In this paper, wepresent a new technique to select goals \a priori" for problems inwhich a cost bound prevents all the goals from being achieved.It uses estimations of distances between goals, which are com-puted using relaxed plans. Using these distances, a search inthe space of subsets of goals is performed, yielding a new set ofgoals to plan for. A revised planning problem can be created andsolved, taking into account only the selected goals. We presentexperiments in six di erent domains with good results. PB Springer SN 978-3-642-25273-7 SN 0302-9743 (Print) SN 1611-3349 (Online) YR 2011 FD 2011 LK https://hdl.handle.net/10016/12968 UL https://hdl.handle.net/10016/12968 LA eng NO This work has been partially supported by MICIIN TIN2008-06701-C03-03 andCCG10-UC3M/TIC-5597 projects. DS e-Archivo RD 19 may. 2024