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» On the Compositionality of Round Abstraction
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IDEAL
2007
Springer
14 years 4 months ago
Skill Combination for Reinforcement Learning
Recently researchers have introduced methods to develop reusable knowledge in reinforcement learning (RL). In this paper, we define simple principles to combine skills in reinforce...
Zhihui Luo, David A. Bell, Barry McCollum
KI
2007
Springer
14 years 4 months ago
A General Framework for Encoding and Evolving Neural Networks
Abstract. In this paper we present a novel general framework for encoding and evolving networks called Common Genetic Encoding (CGE) that can be applied to both direct and indirect...
Yohannes Kassahun, Jan Hendrik Metzen, Jose de Gea...
KIVS
2007
Springer
14 years 4 months ago
Key Exchange for Service Discovery in Secure Content Addressable Sensor Networks
Abstract. Secure Content Addressable Network (SCAN) is an architecture for service discovery in service centric sensor networks that enables dynamic service composition. This paper...
Hans-Joachim Hof, Ingmar Baumgart, Martina Zitterb...
LPAR
2007
Springer
14 years 4 months ago
How Many Legs Do I Have? Non-Simple Roles in Number Restrictions Revisited
Abstract. The Description Logics underpinning OWL impose a well-known syntactic restriction in order to preserve decidability: they do not allow to use nonsimple roles—that is, t...
Yevgeny Kazakov, Ulrike Sattler, Evgeny Zolin
OTM
2007
Springer
14 years 4 months ago
Property-Preserving Evolution of Components Using VPA-Based Aspects
Abstract. Protocols that govern the interactions between software components are a popular means to support the construction of correct component-based systems. Previous studies ha...
Dong Ha Nguyen, Mario Südholt