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CORR
2011
Springer
210views Education» more  CORR 2011»
14 years 4 months ago
Online Learning of Rested and Restless Bandits
In this paper we study the online learning problem involving rested and restless multiarmed bandits with multiple plays. The system consists of a single player/user and a set of K...
Cem Tekin, Mingyan Liu
CIDM
2007
IEEE
15 years 4 months ago
Reactive Query Policies: A Formalism for Planning with Volatile External Information
— To generate plans for collecting data for data mining, an important problem is information volatility during planning: the information needed by the planning system may change ...
Tsz-Chiu Au, Dana S. Nau
ICPADS
2006
IEEE
15 years 3 months ago
Optimal Placement of Replicas in Data Grid Environments with Locality Assurance
Data replications is a typical strategy for increasing access performance and data availability in Data Grid systems. Current work on data replication in Grid systems focuses on i...
Yi-Fang Lin, Pangfeng Liu, Jan-Jan Wu
ICCBR
2001
Springer
15 years 2 months ago
Helping a CBR Program Know What It Knows
Case-based reasoning systems need to know the limitations of their expertise. Having found the known source cases most relevant to a target problem, they must assess whether those ...
Bruce M. McLaren, Kevin D. Ashley
HASE
1998
IEEE
15 years 2 months ago
Estimating the Number of Residual Defects
Residual defects is one of the most important factors that allow one to decide if a piece of software is ready to be released. In theory, one can find all the defects and count th...
Yashwant K. Malaiya, Jason Denton