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AUSAI
2010
Springer
15 years 3 months ago
Tuning Java to Run Interactive Multiagent Simulations over Jason
Java-based simulation environments are currently used by many multiagent systems (MAS), since they mainly provide portability as well as an interesting reduction of the development...
Víctor Fernández-Bauset, Francisco G...
ICSOC
2010
Springer
15 years 2 months ago
Adaptive Management of Composite Services under Percentile-Based Service Level Agreements
We present a brokering service for the adaptive management of composite services. The goal of this broker is to dynamically adapt at runtime the composite service configuration, ...
Valeria Cardellini, Emiliano Casalicchio, Vincenzo...
ICST
2010
IEEE
15 years 2 months ago
Towards a Testing Methodology for Reactive Systems: A Case Study of a Landing Gear Controller
—In this case study we test a landing gear control system of a military aircraft with the new version of LUTESS, a tool for testing automatically synchronous software. LUTESS req...
Laya Madani, Virginia Papailiopoulou, Ioannis Pari...
JMLR
2010
155views more  JMLR 2010»
15 years 2 months ago
Approximate Tree Kernels
Convolution kernels for trees provide simple means for learning with tree-structured data. The computation time of tree kernels is quadratic in the size of the trees, since all pa...
Konrad Rieck, Tammo Krueger, Ulf Brefeld, Klaus-Ro...
PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
15 years 2 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup