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ATAL
2008
Springer
15 years 4 months ago
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...
Thomas Gabel, Martin A. Riedmiller
CSCW
2008
ACM
15 years 3 months ago
Representing community: knowing users in the face of changing constituencies
This paper traces the use of the concept 'community' by drawing attention to the ways in which it serves as an organizing principle within systems development. The data ...
David Ribes, Thomas A. Finholt
AVI
2006
15 years 3 months ago
Task-at-hand interface for change detection in stock market data
Companies trading stocks need to store information on stock prices over specific time intervals, which results in very large databases. Large quantities of numerical data (thousan...
Carmen Sanz Merino, Mike Sips, Daniel A. Keim, Chr...
USENIX
2001
15 years 3 months ago
Fast Indexing: Support for Size-Changing Algorithms in Stackable File Systems
Stackable file systems can provide extensible file system functionality with minimal performance overhead and development cost. However, previous approaches provide only limited f...
Erez Zadok, Johan M. Andersen, Ion Badulescu, Jaso...
CORR
2010
Springer
187views Education» more  CORR 2010»
15 years 2 months ago
Learning in A Changing World: Non-Bayesian Restless Multi-Armed Bandit
We consider the restless multi-armed bandit (RMAB) problem with unknown dynamics. In this problem, at each time, a player chooses K out of N (N > K) arms to play. The state of ...
Haoyang Liu, Keqin Liu, Qing Zhao