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COLT
2008
Springer
15 years 3 months ago
Adapting to a Changing Environment: the Brownian Restless Bandits
In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...
Aleksandrs Slivkins, Eli Upfal
124
Voted
ALMOB
2006
113views more  ALMOB 2006»
15 years 2 months ago
Inverse bifurcation analysis: application to simple gene systems
Background: Bifurcation analysis has proven to be a powerful method for understanding the qualitative behavior of gene regulatory networks. In addition to the more traditional for...
James Lu, Heinz W. Engl, Peter Schuster
DAC
2009
ACM
16 years 2 months ago
Decoding nanowire arrays fabricated with the multi-spacer patterning technique
Silicon nanowires are a promising solution to address the increasing challenges of fabrication and design at the future nodes of the Complementary Metal-Oxide-Semiconductor (CMOS)...
M. Haykel Ben Jamaa, Yusuf Leblebici, Giovanni De ...
ICML
2009
IEEE
16 years 2 months ago
Learning dictionaries of stable autoregressive models for audio scene analysis
In this paper, we explore an application of basis pursuit to audio scene analysis. The goal of our work is to detect when certain sounds are present in a mixed audio signal. We fo...
Youngmin Cho, Lawrence K. Saul
ICML
2009
IEEE
16 years 2 months ago
Predictive representations for policy gradient in POMDPs
We consider the problem of estimating the policy gradient in Partially Observable Markov Decision Processes (POMDPs) with a special class of policies that are based on Predictive ...
Abdeslam Boularias, Brahim Chaib-draa