Verification of Knowledge-Based Programs over Description Logic Actions. Zarrieß, B. & Claßen, J. In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), pages 3278–3284, 2015. AAAI Press. Paper abstract bibtex A knowledge-based program defines the behavior of an agent by combining primitive actions, programming constructs and test conditions that make explicit reference to the agent\textquoterights knowledge. In this paper we consider a setting where an agent is equipped with a Description Logic (DL) knowledge base providing general domain knowledge and an incomplete description of the initial situation. We introduce a corresponding new DL-based action language that allows for representing both physical and sensing actions, and that we then use to build knowledge-based programs with test conditions expressed in the epistemic DL. After proving undecidability for the general case, we then discuss a restricted fragment where verification becomes decidable. The provided proof is constructive and comes with an upper bound on the procedure\textquoterights complexity.
@INPROCEEDINGS{ZarriessClassen2015b,
author = {Benjamin Zarrie{\ss} and Jens Cla{\ss}en},
title = {Verification of Knowledge-Based Programs over Description Logic Actions},
booktitle = {Proceedings of the Twenty-Fourth International Joint
Conference on Artificial Intelligence (IJCAI 2015)},
year = {2015},
pages = {3278--3284},
publisher = {AAAI Press},
abstract = {A knowledge-based program defines the behavior of an
agent by combining primitive actions, programming
constructs and test conditions that make explicit
reference to the agent{\textquoteright}s
knowledge. In this paper we consider a setting where
an agent is equipped with a Description Logic (DL)
knowledge base providing general domain knowledge
and an incomplete description of the initial
situation. We introduce a corresponding new DL-based
action language that allows for representing both
physical and sensing actions, and that we then use
to build knowledge-based programs with test
conditions expressed in the epistemic DL. After
proving undecidability for the general case, we then
discuss a restricted fragment where verification
becomes decidable. The provided proof is
constructive and comes with an upper bound on the
procedure{\textquoteright}s complexity.},
url = {http://www.kbsg.rwth-aachen.de/~classen/pub/ZarriessClassen2015b.pdf}
}
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