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ECML
2007
Springer
15 years 10 months ago
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass
HOTOS
2009
IEEE
15 years 10 months ago
Automated Experiment-Driven Management of (Database) Systems
In this position paper, we argue that an important piece of the system administration puzzle has largely been left untouched by researchers. This piece involves mechanisms and pol...
Shivnath Babu, Nedyalko Borisov, Songyun Duan, Her...
ASWC
2006
Springer
15 years 10 months ago
Transformation from OWL Description to Resource Space Model
Abstract. Semantics shows diversity in real world, document world, mental abstraction world and machine world. Transformation between semantics pursues the uniformity in the divers...
Hai Zhuge, Peng Shi, Yunpeng Xing, Chao He
CIKM
2006
Springer
15 years 10 months ago
Matching directories and OWL ontologies with AROMA
This paper presents a simple and adaptable matching method dealing with web directories, catalogs and OWL ontologies. By using a well-known Knowledge Discovery in Databases model,...
Jérôme David, Fabrice Guillet, Henri ...
ECAI
2006
Springer
15 years 10 months ago
Situation Assessment for Sensor-Based Recovery Planning
We present an approach for recovery from perceptual failures, or more precisely anchoring failures. Anchoring is the problem of connecting symbols representing objects to sensor da...
Abdelbaki Bouguerra, Lars Karlsson, Alessandro Saf...