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ECML
2005
Springer
15 years 3 months ago
Model-Based Online Learning of POMDPs
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
AAI
2008
93views more  AAI 2008»
14 years 10 months ago
Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning
We present a novel hybrid technique for improving the predictive performance of an online Machine Learning system: Combining advantages from both memory based and concept based pr...
Marcus-Christopher Ludl, Achim Lewandowski, Georg ...
ATAL
2007
Springer
15 years 4 months ago
Scaling-up shopbots: a dynamic allocation-based approach
In this paper we consider the problem of eCommerce comparison shopping agents (shopbots) that are limited by capacity constraints. In light of the phenomenal increase both in dema...
David Sarne, Sarit Kraus, Takayuki Ito
INFOCOM
2006
IEEE
15 years 3 months ago
ISP and Egress Path Selection for Multihomed Networks
— Multihoming has been used by stub networks for several years as a form of redundancy, improving the availability of Internet access. More recently, Intelligent Route Control (I...
Amogh Dhamdhere, Constantinos Dovrolis
MICRO
2010
IEEE
142views Hardware» more  MICRO 2010»
14 years 7 months ago
Virtual Snooping: Filtering Snoops in Virtualized Multi-cores
Virtualization has been rapidly expanding its applications in numerous server and desktop environments to improve the utilization and manageability of physical systems. Such prolif...
Daehoon Kim, Hwanju Kim, Jaehyuk Huh