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ICML
2007
IEEE
14 years 8 months ago
Learning state-action basis functions for hierarchical MDPs
This paper introduces a new approach to actionvalue function approximation by learning basis functions from a spectral decomposition of the state-action manifold. This paper exten...
Sarah Osentoski, Sridhar Mahadevan
ICS
2010
Tsinghua U.
14 years 5 months ago
Local Algorithms for Finding Interesting Individuals in Large Networks
: We initiate the study of local, sublinear time algorithms for finding vertices with extreme topological properties -- such as high degree or clustering coefficient -- in large so...
Mickey Brautbar, Michael Kearns
EUROSYS
2007
ACM
14 years 4 months ago
Dryad: distributed data-parallel programs from sequential building blocks
Dryad is a general-purpose distributed execution engine for coarse-grain data-parallel applications. A Dryad application combines computational “vertices” with communication ...
Michael Isard, Mihai Budiu, Yuan Yu, Andrew Birrel...
IPPS
2006
IEEE
14 years 1 months ago
Fault and intrusion tolerance of wireless sensor networks
The following three questions should be answered in developing new topology with more powerful ability to tolerate node-failure in wireless sensor network. First, what is node-fai...
Liang-min Wang, Jianfeng Ma, Chao Wang, A. C. Kot
VALUETOOLS
2006
ACM
107views Hardware» more  VALUETOOLS 2006»
14 years 1 months ago
Thresholds for virus spread on networks
We study how the spread of computer viruses, worms, and other self-replicating malware is affected by the logical topology of the network over which they propagate. We consider a...
Moez Draief, Ayalvadi J. Ganesh, Laurent Massouli&...