Delfi: Online Planner Selection for Cost-Optimal Planning. Katz, M., Sohrabi, S., Samulowitz, H., & Sievers, S. In Planner Abstracts of the 9th International Planning Competition (IPC), pages 12. abstract bibtex Cost-optimal planning has not seen many successful approaches that work well across all domains. Some costoptimal planners excel on some domains, while exhibiting less exciting performance on others. For a particular domain, however, there is often a cost-optimal planner that works extremely well. For that reason, portfolio-based techniques have recently become popular. These either decide offline on a particular resource allocation scheme for a given collection of planners or try to perform an online classification of a given planning task to select a planner to be applied to solving the task at hand.
@inproceedings{katz_delfi:_nodate,
title = {Delfi: {Online} {Planner} {Selection} for {Cost}-{Optimal} {Planning}},
abstract = {Cost-optimal planning has not seen many successful approaches that work well across all domains. Some costoptimal planners excel on some domains, while exhibiting less exciting performance on others. For a particular domain, however, there is often a cost-optimal planner that works extremely well. For that reason, portfolio-based techniques have recently become popular. These either decide offline on a particular resource allocation scheme for a given collection of planners or try to perform an online classification of a given planning task to select a planner to be applied to solving the task at hand.},
language = {en},
booktitle = {Planner {Abstracts} of the 9th {International} {Planning} {Competition} ({IPC})},
author = {Katz, Michael and Sohrabi, Shirin and Samulowitz, Horst and Sievers, Silvan},
pages = {12}
}