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Average control of Markov decision processes with Feller transition probabilities and general action spaces
(ACADEMIC PRESS INC ELSEVIER SCIENCESAN DIEGO, 2013-08-02)
This paper studies the average control problem of discrete-time Markov Decision Processes (MDPs for short) with general state space, Feller transition probabilities, and possibly non-compact control constraint sets A(x). ...
A Markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach
(2011-11-28)
The research on multiple classifiers systems includes the creation of an ensemble of classifiers and the proper combination of the decisions. In order to combine the decisions given by classifiers, methods related to fixed ...
Optimal Marketing Strategies For Modeling Real Settings: Improving The Multichannel in Banking
(IEEE LATIN AMERICA TRANSACTIONS, 2015-07)
This paper presents a dynamic model approach to analyze the utility generated by a customer’s buying behavior dynamics. The dynamic of the model is represented by a class of controllable finite Markov Decision Process ...
Localização e planejamento de movimento de robôs móveis em ambientes internos utilizando processos de decisão de Markov
(Universidade Federal de Minas GeraisBrasilENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICAPrograma de Pós-Graduação em Engenharia ElétricaUFMG, 2020-02-18)
Deterministic motion planners perform well in simulated environments, where sensors and actuators are perfect. However, these assumptions are restrictive and consequently motion planning will have poor performance if applied ...
Modelo de precificação de ativos por cadeias de Markov
(Universidade Estadual Paulista (Unesp), 2018-06-15)
Este trabalho consiste em apresentar a abordagem das cadeias de Markov como ferramenta auxiliadora na prática docente da matemática no Ensino Médio, tornando o processo mais tangível à realidade dos alunos. A contextualização ...
A Markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach
(2011-11-28)
The research on multiple classifiers systems includes the creation of an ensemble of classifiers and the proper combination of the decisions. In order to combine the decisions given by classifiers, methods related to fixed ...
A theory for the semantics of stochastic and non-deterministic continuous systems
(2014)
The description of complex systems involving physical or biological components usually requires to model complex continuous behavior induced by variables such as time, distance, speed, temperature, alkalinity of a solution, ...