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» An Improvement in Sugeno-Yasukawa Modeler
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ICPR
2008
IEEE
16 years 7 months ago
On efficient Viterbi decoding for hidden semi-Markov models
We present algorithms for improved Viterbi decoding for the case of hidden semi-Markov models. By carefully constructing directed acyclic graphs, we pose the decoding problem as t...
Bonnie K. Ray, Jianying Hu, Ritendra Datta
ICML
2008
IEEE
16 years 7 months ago
An analysis of linear models, linear value-function approximation, and feature selection for reinforcement learning
We show that linear value-function approximation is equivalent to a form of linear model approximation. We then derive a relationship between the model-approximation error and the...
Ronald Parr, Lihong Li, Gavin Taylor, Christopher ...
INFSOF
2000
110views more  INFSOF 2000»
15 years 6 months ago
Partition testing with usage models
The fundamental statistical strategy of improving sampling efficiency through partitioning the population is applied to software testing. Usage models make it possible to apply th...
Kirk Sayre, Jesse H. Poore
ICSE
2011
IEEE-ACM
14 years 10 months ago
Mental models and parallel program maintenance
Parallel programs are difficult to write, test, and debug. This thesis explores how programmers build mental models about parallel programs, and demonstrates, through user evaluat...
Caitlin Sadowski
WIAS
2010
109views more  WIAS 2010»
15 years 1 months ago
Model identification in interactive influence diagrams using mutual information
Modeling the perceived behaviors of other agents improves the performance of an agent in multiagent interactions. We utilize the language of interactive influence diagrams to mode...
Yifeng Zeng, Prashant Doshi