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» The complexity of stochastic sequences
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COLT
2004
Springer
15 years 5 months ago
Convergence of Discrete MDL for Sequential Prediction
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
Jan Poland, Marcus Hutter
NIPS
2007
15 years 1 months ago
Competition Adds Complexity
It is known that determinining whether a DEC-POMDP, namely, a cooperative partially observable stochastic game (POSG), has a cooperative strategy with positive expected reward is ...
Judy Goldsmith, Martin Mundhenk
CP
2008
Springer
15 years 1 months ago
Cost-Based Domain Filtering for Stochastic Constraint Programming
Abstract. Cost-based filtering is a novel approach that combines techniques from Operations Research and Constraint Programming to filter from decision variable domains values that...
Roberto Rossi, Armagan Tarim, Brahim Hnich, Steven...
DEDS
2006
78views more  DEDS 2006»
14 years 11 months ago
The Equivalence between Ordinal Optimization in Deterministic Complex Problems and in Stochastic Simulation Problems
In the last decade ordinal optimization (OO) has been successfully applied in many stochastic simulation-based optimization problems (SP) and deterministic complex problems (DCP). ...
Yu-Chi Ho, Qing-Shan Jia, Qianchuan Zhao
ICALP
2009
Springer
15 years 12 months ago
The Complexity of Nash Equilibria in Simple Stochastic Multiplayer Games
We analyse the computational complexity of finding Nash equilibria in simple stochastic multiplayer games. We show that restricting the search space to equilibria whose payoffs fal...
Michael Ummels, Dominik Wojtczak