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JAIR
2006
122views more  JAIR 2006»
15 years 6 months ago
Solving Factored MDPs with Hybrid State and Action Variables
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
Branislav Kveton, Milos Hauskrecht, Carlos Guestri...
VLDB
1991
ACM
101views Database» more  VLDB 1991»
15 years 10 months ago
Solving Domain Mismatch and Schema Mismatch Problems with an Object-Oriented Database Programming Language
Domain mismatch and schema mismatch are two of the important semantic integration problems for interoperating heterogeneous databases. This paper structures the domain mismatch pr...
William Kent
CORR
2010
Springer
57views Education» more  CORR 2010»
15 years 6 months ago
Optimal Control Strategies in Delayed Sharing Information Structures
The n-step delayed sharing information structure is investigated. This information structure comprises of K controllers that share their information with a delay of n time steps. ...
Ashutosh Nayyar, Aditya Mahajan, Demosthenis Tenek...
CORR
2006
Springer
159views Education» more  CORR 2006»
15 years 6 months ago
Structural Alignments of pseudo-knotted RNA-molecules in polynomial time
An RNA molecule is structured on several layers. The primary and most obvious structure is its sequence of bases, i.e. a word over the alphabet {A, C, G, U}. The higher structure i...
Michael Brinkmeier
ICML
2008
IEEE
16 years 7 months ago
Gaussian process product models for nonparametric nonstationarity
Stationarity is often an unrealistic prior assumption for Gaussian process regression. One solution is to predefine an explicit nonstationary covariance function, but such covaria...
Ryan Prescott Adams, Oliver Stegle