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» Exploiting Description Logic Reasoners in Inductive Logic
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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...
DLOG
2011
14 years 1 months ago
Local Closed World Semantics: Keep it simple, stupid!
A combination of open and closed-world reasoning (usually called local closed world reasoning) is a desirable capability of knowledge representation formalisms for Semantic Web app...
Adila Alfa Krisnadhi, Kunal Sengupta, Pascal Hitzl...
TCS
2008
14 years 9 months ago
Temporal constraints in the logical analysis of regulatory networks
Starting from the logical description of gene regulatory networks developed by R. Thomas, we introduce an enhanced modelling approach based on timed automata. We obtain a refined ...
Heike Siebert, Alexander Bockmayr
CADE
2007
Springer
15 years 10 months ago
Encodings of Bounded LTL Model Checking in Effectively Propositional Logic
We present an encoding that is able to specify LTL bounded model checking problems within the Bernays-Sch?onfinkel fragment of first-order logic. This fragment, which also correspo...
Andrei Voronkov, Juan Antonio Navarro Pérez
JAIR
2010
111views more  JAIR 2010»
14 years 8 months ago
Grounding FO and FO(ID) with Bounds
Grounding is the task of reducing a first-order theory and finite domain to an equivalent propositional theory. It is used as preprocessing phase in many logic-based reasoning s...
Johan Wittocx, Maarten Mariën, Marc Denecker