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Limits for Compact Representation of Plans
| Venue: | in Proceedings of the 21st International Conference on Automated PlanningandScheduling(ICAPS),(2011 |
| Citations: | 3 - 1 self |
BibTeX
@INPROCEEDINGS{Jonsson_limitsfor,
author = {Peter Jonsson},
title = {Limits for Compact Representation of Plans},
booktitle = {in Proceedings of the 21st International Conference on Automated PlanningandScheduling(ICAPS),(2011},
year = {}
}
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Abstract
Most planning formalisms allow instances with shortest plans of exponential length. While such instances are problem-atic, they are usually unavoidable and can occur in practice. There are several known cases of restricted planning prob-lems where plans can be exponential but always have a com-pact (ie. polynomial) representation, often using recursive macros. Such compact representations are important since exponential plans are difficult both to use and to understand. We show that these results do not extend to the general case, by proving a number of bounds for compact representations of plans under various criteria, like efficient sequential or ran-dom access of actions. Further, we show that it is unlikely to get around this by reformulating planning into some other problem. The results are discussed in the context of abstrac-tion, macros and plan explanation. 1
