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» Computer science and decision theory
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FOCS
2010
IEEE
13 years 5 months ago
The Complexity of Distributions
Complexity theory typically studies the complexity of computing a function h(x) : {0, 1}m {0, 1}n of a given input x. A few works have suggested to study the complexity of genera...
Emanuele Viola
STACS
2009
Springer
14 years 2 months ago
Randomness on Computable Probability Spaces - A Dynamical Point of View
We extend the notion of randomness (in the version introduced by Schnorr) to computable Probability Spaces and compare it to a dynamical notion of randomness: typicality. Roughly, ...
Péter Gács, Mathieu Hoyrup, Cristoba...
CSE
2009
IEEE
14 years 2 months ago
Parallel Computation of Nash Equilibria in N-Player Games
—We propose a parallel algorithm for finding Nash equilibria in n-player noncooperative games. The algorithm is based on enumerating the supports of mixed strategies in parallel...
Jonathan Widger, Daniel Grosu

Tutorial
1603views
14 years 10 months ago
Adaptive Filters
"These video lectures provide a thorough and unified treatment of adaptive filters and their performance. The lectures cover the fundamentals of linear estimation theory, adap...
Ali H. Sayed
ENC
2004
IEEE
13 years 11 months ago
Distributed Learning in Intentional BDI Multi-Agent Systems
Despite the relevance of the belief-desire-intention (BDI) model of rational agency, little work has been done to deal with its two main limitations: the lack of learning competen...
Alejandro Guerra-Hernández, Amal El Fallah-...