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Lecture Notes
"This course will consist of a number of major sections. The first will be a short review of some preliminary material, including asymptotics, summations, and recurrences and ...
ICML
2008
IEEE
14 years 9 months ago
2008
IEEE
We consider the task of reinforcement learning in an environment in which rare significant events occur independently of the actions selected by the controlling agent. If these ev...
FSTTCS
2009
Springer
14 years 2 months ago
2009
Springer
We introduce and study the donation center location problem, which has an additional application in network testing and may also be of independent interest as a general graph-theor...
TAMC
2009
Springer
14 years 2 months ago
2009
Springer
In classical network flow theory the choice of paths, on which flow is sent, is only restricted by arc capacities. This, however, is not realistic in most applications. Many prob...
IAT
2008
IEEE
14 years 2 months ago
2008
IEEE
In situations where Bayesian networks (BN) inferencing approximation is allowable, we show how to reduce the amount of sensory observations necessary and in a multi-agent context ...