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CORR
2007
Springer
143views Education» more  CORR 2007»
13 years 9 months ago
On Myopic Sensing for Multi-Channel Opportunistic Access
We consider a multi-channel opportunistic communication system where the states of these channels evolve as independent and statistically identical Markov chains (the Gilbert-Elli...
Qing Zhao, Bhaskar Krishnamachari, Keqin Liu
ML
2002
ACM
133views Machine Learning» more  ML 2002»
13 years 9 months ago
Finite-time Analysis of the Multiarmed Bandit Problem
Reinforcement learning policies face the exploration versus exploitation dilemma, i.e. the search for a balance between exploring the environment to find profitable actions while t...
Peter Auer, Nicolò Cesa-Bianchi, Paul Fisch...
ICEC
1994
107views more  ICEC 1994»
13 years 11 months ago
Genetic Algorithms and Discrete Event Systems: An Application
: In this paper we propose an approach for discrete event systems control optimization, based on the theory developed by Ramadge and Wonham and on the Limited Lookahead Policy stra...
Ricardo R. Gudwin, Fernando A. C. Gomide
PE
2010
Springer
125views Optimization» more  PE 2010»
13 years 4 months ago
Short-term fairness and long-term QoS in the Internet
We consider connection-level models of resource allocation in a simple symmetric three-link network, where files arrive into the network according to a Poisson process and the siz...
Bo Tan, Lei Ying, R. Srikant
IPPS
1998
IEEE
14 years 1 months ago
Randomized Routing and PRAM Emulation on Parallel Machines
This paper shows the power of randomization in designing e cient parallel algorithms for the problems of routing and PRAM emulation. We show that with randomization techniques opti...
David S. L. Wei