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» Automated Qualitative Domain Abstraction
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DLOG
2008
15 years 4 days ago
Locality and Subsumption Testing in EL and Some of its Extensions
Abstract. We show that subsumption problems in EL and related description logics can be expressed as uniform word problems in classes of semilattices with monotone operators. We us...
Viorica Sofronie-Stokkermans
DLOG
2001
14 years 11 months ago
A Note on Concepts and Distances
We combine the description logic ALC with the metric logics defined Entities that are conceived of as abstract points in the realm of ALC are given a spatial extension via an `ext...
Oliver Kutz, Frank Wolter, Michael Zakharyaschev
ICCBR
1995
Springer
15 years 1 months ago
Reasoning with Reasons in Case-Based Comparisons
In this work, we are interested in how rational decision makers reason with and about reasons in a domain, practical ethics, where they appear to reason asons symbolically in terms...
Kevin D. Ashley, Bruce M. McLaren
ILP
2007
Springer
15 years 4 months ago
Building Relational World Models for Reinforcement Learning
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
ICLP
2007
Springer
15 years 4 months ago
Multivalued Action Languages with Constraints in CLP(FD)
Abstract. Action description languages, such as A and B [6], are expressive instruments introduced for formalizing planning domains and problems. The paper starts by proposing a me...
Agostino Dovier, Andrea Formisano, Enrico Pontelli