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CORR
2010
Springer
152views Education» more  CORR 2010»
14 years 4 months ago
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
In the classic multi-armed bandits problem, the goal is to have a policy for dynamically operating arms that each yield stochastic rewards with unknown means. The key metric of int...
Yi Gai, Bhaskar Krishnamachari, Rahul Jain
DISOPT
2008
107views more  DISOPT 2008»
14 years 9 months ago
The k-path tree matroid and its applications to survivable network design
We define the k-path tree matroid, and use it to solve network design problems in which the required connectivity is arbitrary for a given pair of nodes, and 1 for the other pairs...
Esther M. Arkin, Refael Hassin
69
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ASPDAC
2001
ACM
120views Hardware» more  ASPDAC 2001»
15 years 1 months ago
Virtual Java/FPGA interface for networked reconfiguration
Abstract- Avirtual interfacebetweenJava andFPGA for networked reconfigurationis presented. ThroughtheJavaflFPGAinterface,Java applicationscan exploithardwareaccelerators with FPGAs...
Yajun Ha, Geert Vanmeerbeeck, Patrick Schaumont, S...
CORR
2010
Springer
187views Education» more  CORR 2010»
14 years 9 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
ICASSP
2011
IEEE
14 years 1 months ago
Logarithmic weak regret of non-Bayesian restless multi-armed bandit
Abstract—We consider the restless multi-armed bandit (RMAB) problem with unknown dynamics. At each time, a player chooses K out of N (N > K) arms to play. The state of each ar...
Haoyang Liu, Keqin Liu, Qing Zhao