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ATAL
2006
Springer
15 years 10 months ago
A hierarchical approach to efficient reinforcement learning in deterministic domains
Factored representations, model-based learning, and hierarchies are well-studied techniques for improving the learning efficiency of reinforcement-learning algorithms in large-sca...
Carlos Diuk, Alexander L. Strehl, Michael L. Littm...
ATAL
2006
Springer
15 years 10 months ago
Specifying and resolving preferences among agent interaction patterns
A strength of commitment protocols is that they enable agents to act flexibly, thereby enabling them to accommodate varying local policies and respond to exceptions. A consequent ...
Ashok U. Mallya, Munindar P. Singh
ATVA
2006
Springer
83views Hardware» more  ATVA 2006»
15 years 10 months ago
A Fresh Look at Testing for Asynchronous Communication
Testing is one of the fundamental techniques for verifying if a computing system conforms to its specification. We take a fresh look at the theory of testing for message-passing sy...
Puneet Bhateja, Paul Gastin, Madhavan Mukund
COOPIS
2004
IEEE
15 years 10 months ago
Implementing QoS Aware Component-Based Applications
By QoS (Quality of Service), we often refer to a set of quality requirements on the collective behavior of one or more objects. These requirements enable the provision of better se...
Avraam Chimaris, George A. Papadopoulos
ECOOP
2004
Springer
15 years 10 months ago
Early Identification of Incompatibilities in Multi-component Upgrades
Previous work proposed a technique for predicting problems resulting from replacing one version of a software component by another. The technique reports, before performing the rep...
Stephen McCamant, Michael D. Ernst
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