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» Observation Can Be as Effective as Action in Problem Solving
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CORR
2011
Springer
161views Education» more  CORR 2011»
13 years 19 days ago
Doubly Robust Policy Evaluation and Learning
We study decision making in environments where the reward is only partially observed, but can be modeled as a function of an action and an observed context. This setting, known as...
Miroslav Dudík, John Langford, Lihong Li
LOGCOM
2002
142views more  LOGCOM 2002»
13 years 8 months ago
Two Logical Theories of Plan Recognition
We present a logical approach to plan recognition that builds on Kautz's theory of keyhole plan recognition, defined as the problem of inferring descriptions of high-level pl...
Wayne Wobcke
CONEXT
2006
ACM
14 years 2 months ago
Reformulating the monitor placement problem: optimal network-wide sampling
Confronted with the generalization of monitoring in operational networks, researchers have proposed placement algorithms that can help ISPs deploy their monitoring infrastructure ...
Gion Reto Cantieni, Gianluca Iannaccone, Chadi Bar...
SIAMSC
2008
145views more  SIAMSC 2008»
13 years 8 months ago
Fast Multilevel Algorithm for a Minimization Problem in Impulse Noise Removal
An effective 2-phase method for removing impulse noise was recently proposed. Its phase 1 identifies noisy pixel candidates by using median-type filters. Then in phase 2, it resto...
Raymond H. Chan, Ke Chen 0002
ECML
2005
Springer
14 years 2 months ago
A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems
Constraint programming is rapidly becoming the technology of choice for modelling and solving complex combinatorial problems. However, users of this technology need significant ex...
Christian Bessière, Remi Coletta, Fré...