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FUZZIEEE
2007
IEEE
16 years 1 months ago
Fuzzy Approximation for Convergent Model-Based Reinforcement Learning
— Reinforcement learning (RL) is a learning control paradigm that provides well-understood algorithms with good convergence and consistency properties. Unfortunately, these algor...
Lucian Busoniu, Damien Ernst, Bart De Schutter, Ro...
ATAL
2007
Springer
16 years 1 months ago
Real-time agent characterization and prediction
Reasoning about agents that we observe in the world is challenging. Our available information is often limited to observations of the agent’s external behavior in the past and p...
H. Van Dyke Parunak, Sven Brueckner, Robert S. Mat...
FROCOS
2007
Springer
16 years 1 months ago
Towards an Automatic Analysis of Web Service Security
Web services send and receive messages in XML syntax with some parts hashed, encrypted or signed, according to the WS-Security standard. In this paper we introduce a model to forma...
Yannick Chevalier, Denis Lugiez, Michaël Rusi...
GRID
2007
Springer
16 years 1 months ago
Log summarization and anomaly detection for troubleshooting distributed systems
— Today’s system monitoring tools are capable of detecting system failures such as host failures, OS errors, and network partitions in near-real time. Unfortunately, the same c...
Dan Gunter, Brian Tierney, Aaron Brown, D. Martin ...
ICOST
2007
Springer
16 years 1 months ago
A Context-Driven Programming Model for Pervasive Spaces
This paper defines a new, context-driven programming model for pervasive spaces. Existing models are prone to conflict, as it is hard to predict the outcome of interleaved actions ...
Hen-I Yang, Jeffrey King, Abdelsalam Helal, Erwin ...