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CORR
2010
Springer
204views Education» more  CORR 2010»
15 years 2 months ago
Predictive State Temporal Difference Learning
We propose a new approach to value function approximation which combines linear temporal difference reinforcement learning with subspace identification. In practical applications...
Byron Boots, Geoffrey J. Gordon
VISUALIZATION
2002
IEEE
15 years 9 months ago
Comparative Evaluation of Visualization and Experimental Results Using Image Comparison Metrics
Comparative evaluation of visualization and experiment results is a critical step in computational steering. In this paper, we present a study of image comparison metrics for quan...
Hualin Zhou, Min Chen, Mike F. Webster
SIGSOFT
2009
ACM
15 years 11 months ago
Automatic synthesis of behavior protocols for composable web-services
Web-services are broadly considered as an effective means to achieve interoperability between heterogeneous parties of a business process and offer an open platform for developing...
Antonia Bertolino, Paola Inverardi, Patrizio Pelli...
SADM
2010
128views more  SADM 2010»
15 years 2 months ago
Online training on a budget of support vector machines using twin prototypes
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
Zhuang Wang, Slobodan Vucetic
ISSTA
2006
ACM
15 years 10 months ago
Towards self-adaptive service-oriented architectures
Web services, service-oriented, and service-discovery architectures help developers solve complex business cases, reduce costs, risks, and time-to-market. The task of developers i...
Giovanni Denaro, Mauro Pezzè, Davide Tosi, ...