Comparing Labelled Markov Decision Processes
, 2020 35 pages, 7 ...
Kiefer, Stefan, Tang, Qiyi
openaire +3 more sources
American Journal of Medical Genetics Part A, EarlyView.ABSTRACT This study aims to elucidate the role of the ZSWIM7 gene in the etiology of infertility, focusing on its potential association with premature ovarian insufficiency and azoospermia. We investigated an 18‐year‐old female patient who presented with primary amenorrhea, hypoplasia of the uterus and ovaries, Tanner stage II breast and pubic hair ...
Denise M. Christofolini +8 more
wiley +1 more source
ActuatorsIn this paper, in order to enhance the autonomous operation capabilities of aircraft and ensure their operational safety and efficiency, we propose an autonomous decision-making framework based on target motion state prediction combined with the Markov ...
Yang Zhou, Xinmin Tang, Xuanming Ren
doaj +1 more source
Research on Distributed Multi-Sensor Cooperative Scheduling Model Based on Partially Observable Markov Decision Process. [PDF]
Sensors (Basel), 2022 Zhang Z, Wu J, Zhao Y, Luo R.
europepmc +1 more source
Steady state availability general equations of decision and sequential processes in Continuous Time Markov Chain models [PDF]
arXiv, 2017 Continuous Time Markov Chain (CMTC) is widely used to describe and analyze systems in several knowledge areas. Steady state availability is one important analysis that can be made through Markov chain formalism that allows researchers generate equations for several purposes, such as channel capacity estimation in wireless networks as well as system ...
arxiv
Phosphatemia is an Independent Prognostic Factor in Amyotrophic Lateral Sclerosis
Annals of Neurology, EarlyView.Objective The objective of this study was to evaluate the prognostic value of several muscle damage biomarkers. Methods Data from Piemonte and Valle d'Aosta Amyotrophic Lateral Sclerosis (PARALS) were considered for this study. Survival was defined as the time from diagnosis to death, tracheostomy, or the censoring date.
Rosario Vasta +18 more
wiley +1 more source
Research on constellation fault satellite replacement strategy based on Markov decision process
Hangkong gongcheng jinzhanWith the decrease of the importance of single satellite caused by the large-scale constellation，multiple replacement methods and the retention of faulty satellites should be considered when formulating the replacement strategy of faulty satellites.
LIN Ruoyu +4 more
doaj +1 more source
Early transplantation maximizes survival in severe acute-on-chronic liver failure: Results of a Markov decision process model. [PDF]
JHEP Rep, 2021 Zhang S +9 more
europepmc +1 more source
The existence of optimal control for continuous-time Markov decision processes in random environments [PDF]
arXiv, 2019 In this work, we investigate the optimal control problem for continuous-time Markov decision processes with the random impact of the environment. We provide conditions to show the existence of optimal controls under finite-horizon criteria. Under appropriate conditions, the value function is continuous and satisfies the dynamic programming principle ...
arxiv
Stochastic Hydrodynamic Velocity Field and the Representation of Langevin Equations
Annalen der Physik, EarlyView.A lumped method is proposed to account for both mean‐field hydrodynamics and stochastic fluctuations within the kinematic equations of motion, providing a regularized formulation of the overdamped approximation. The concept of stochastic realizability in broad sense is introduced based on the spectral properties of the Fredholm operator associated with
Massimiliano Giona +2 more
wiley +1 more source