{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T04:19:48Z","timestamp":1745986788164,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642354540"},{"type":"electronic","value":"9783642354557"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-35455-7_6","type":"book-chapter","created":{"date-parts":[[2013,1,12]],"date-time":"2013-01-12T10:34:20Z","timestamp":1357986860000},"page":"57-68","source":"Crossref","is-referenced-by-count":1,"title":["A Guide to Portfolio-Based Planning"],"prefix":"10.1007","author":[{"given":"Mauro","family":"Vallati","sequence":"first","affiliation":[]}],"member":"297","reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/S0004-3702(01)00108-4","volume":"129","author":"B. Bonet","year":"2001","unstructured":"Bonet, B., Geffner, H.: Planning as heuristic search. Artificial Intelligence\u00a0129, 5\u201333 (2001)","journal-title":"Artificial Intelligence"},{"key":"6_CR2","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1609\/aimag.v33i1.2392","volume":"33","author":"A. Coles","year":"2012","unstructured":"Coles, A., Coles, A., Olaya, A.G., Jim\u00e9nez, S., L\u00f2pez, C.L., Sanner, S., Yoon, S.: A survey of the seventh international planning competition. AI Magazine\u00a033, 83\u201388 (2012)","journal-title":"AI Magazine"},{"key":"6_CR3","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/s10994-011-5234-y","volume":"84","author":"A. Fern","year":"2011","unstructured":"Fern, A., Khardon, R., Tadepalli, P.: The first learning track of the international planning competition. Machine Learning\u00a084, 81\u2013107 (2011)","journal-title":"Machine Learning"},{"key":"6_CR4","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1613\/jair.1183","volume":"20","author":"A. Gerevini","year":"2003","unstructured":"Gerevini, A., Saetti, A., Serina, I.: Planning through stochastic local search and temporal action graphs. Journal of Artificial Intelligence Research (JAIR)\u00a020, 239\u2013290 (2003)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"doi-asserted-by":"crossref","unstructured":"Gerevini, A., Saetti, A., Vallati, M.: An automatically configurable portfolio-based planner with macro-actions: PbP. In: Proceedings of the 19th International Conference on Automated Planning and Scheduling (ICAPS 2009), pp. 350\u2013353 (2009)","key":"6_CR5","DOI":"10.1609\/icaps.v19i1.13386"},{"unstructured":"Gerevini, A., Saetti, A., Vallati, M.: PbP2: Automatic configuration of a portfolio-based multiplanner. In: Working notes of 21st International Conference on Automated Planning and Scheduling (ICAPS 2011) 7th International Planning Competition (2011)","key":"6_CR6"},{"doi-asserted-by":"crossref","unstructured":"Ghallab, M., Nau, D., Traverso, P.: Automated Planning: Theory & Practice. Morgan Kaufmann Publishers (2004)","key":"6_CR7","DOI":"10.1016\/B978-155860856-6\/50020-X"},{"issue":"1-2","key":"6_CR8","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/S0004-3702(00)00081-3","volume":"126","author":"C.P. Gomes","year":"2001","unstructured":"Gomes, C.P., Selman, B.: Algorithm portfolios. Artificial Intelligence\u00a0126(1-2), 43\u201362 (2001)","journal-title":"Artificial Intelligence"},{"key":"6_CR9","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1007\/s10462-007-9049-y","volume":"26","author":"M. Helmert","year":"2006","unstructured":"Helmert, M.: The Fast Downward planning system. Journal of Artificial Intelligence Research (JAIR)\u00a026, 191\u2013246 (2006)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"unstructured":"Helmert, M., R\u00f6ger, G., Karpas, E.: Fast Downward Stone Soup: A baseline for building planner portfolios. In: Proceedings of the ICAPS 2011 Workshop of AI Planning and Learning, PAL (2011)","key":"6_CR10"},{"key":"6_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1023\/A:1015057926707","volume":"17","author":"A. Howe","year":"2002","unstructured":"Howe, A., Dahlman, E.: A critical assessment of benchmark comparison in planning. Journal of Artificial Intelligence Research (JAIR)\u00a017, 1\u201333 (2002)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"key":"6_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/10720246_5","volume-title":"Recent Advances in AI Planning","author":"A. Howe","year":"2000","unstructured":"Howe, A., Dahlman, E., Hansen, C., von Mayrhauser, A., Scheetz, M.: Exploiting Competitive Planner Performance. In: Biundo, S., Fox, M. (eds.) ECP 1999. LNCS, vol.\u00a01809, Springer, Heidelberg (2000)"},{"key":"6_CR13","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1126\/science.275.5296.51","volume":"265","author":"B. Huberman","year":"1997","unstructured":"Huberman, B., Lukose, R., Hogg, T.: An economics approach to hard computational problems. Science\u00a0265, 51\u201354 (1997)","journal-title":"Science"},{"unstructured":"Nakhost, H., M\u00fcller, M.: Monte-carlo exploration for deterministic planning. In: Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), pp. 1766\u20131771 (2009)","key":"6_CR14"},{"doi-asserted-by":"crossref","unstructured":"Nell, C., Fawcett, C., Hoos, H.H., Leyton-Brown, K.: HAL: A framework for the automated analysis and design of high-performance algorithms. In: Proceedings of the 5th International Conference on Learning and Intelligent Optimization (LION-5), pp. 600\u2013615 (2011)","key":"6_CR15","DOI":"10.1007\/978-3-642-25566-3_47"},{"unstructured":"Newton, M.H., Levine, J., Fox, M., Long, D.: Learning macro-actions for arbitrary planners and domains. In: Proceedings of the 17th International Conference on Automated Planning and Scheduling (ICAPS 2007), pp. 256\u2013263. AAAI (2007)","key":"6_CR16"},{"unstructured":"N\u00fanez, S., Borrajo, D., L\u00f2pez, C.L.: How good is the performance of the best portfolio in ipc-2011? In: Proceedings of ICAPS 2012 Workshop on International Planning Competition (2012)","key":"6_CR17"},{"key":"6_CR18","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/S0065-2458(08)60520-3","volume":"15","author":"J.R. Rice","year":"1976","unstructured":"Rice, J.R.: The algorithm selection problem. Advances in Computers\u00a015, 65\u2013118 (1976)","journal-title":"Advances in Computers"},{"key":"6_CR19","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1613\/jair.2972","volume":"39","author":"S. Richter","year":"2010","unstructured":"Richter, S., Westphal, M.: The LAMA planner: Guiding cost-based anytime planning with landmarks. Journal of Artificial Intelligence Research (JAIR)\u00a039, 127\u2013177 (2010)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"},{"unstructured":"Roberts, M., Howe, A.: Learned models of performance for many planners. In: Proceedings of the ICAPS 2007 Workshop of AI Planning and Learning, PAL (2007)","key":"6_CR20"},{"doi-asserted-by":"crossref","unstructured":"Seipp, J., Braun, M., Garimort, J., Helmert, M.: Learning portfolios of automatically tuned planners. In: Proceedings of the 22nd International Conference on Automated Planning & Scheduling, ICAPS 2012 (2012)","key":"6_CR21","DOI":"10.1609\/icaps.v22i1.13538"},{"doi-asserted-by":"crossref","unstructured":"Valenzano, R., Nakhost, H., M\u00fcller, M., Schaeffer, J., Sturtevant, N.: Arvandherd: Parallel planning with a portfolio. In: Proceedings of the 20st European Conference on AI, ECAI 2012 (2012)","key":"6_CR22","DOI":"10.3233\/978-1-61499-098-7-786"},{"unstructured":"Vallati, M., Fawcett, C., Gerevini, A., Hoos, H., Saetti, A.: Automatic generation of efficient domain-specific planners from generic parametrized planners. In: Proceedings of the 18th RCRA Workshop on Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion (2011)","key":"6_CR23"},{"key":"6_CR24","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1613\/jair.2490","volume":"32","author":"L. Xu","year":"2008","unstructured":"Xu, L., Hutter, F., Hoos, H., Leyton-Brown, K.: SATzilla: Portfolio-based algorithm selection for SAT. Journal of Artificial Intelligence Research (JAIR)\u00a032, 565\u2013606 (2008)","journal-title":"Journal of Artificial Intelligence Research (JAIR)"}],"container-title":["Lecture Notes in Computer Science","Multi-disciplinary Trends in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35455-7_6.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T17:01:06Z","timestamp":1745946066000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35455-7_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642354540","9783642354557"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35455-7_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}