Results 11 to 20 of about 68,126 (238)

Optimal Intervention in Semi-Markov-Based Asynchronous Probabilistic Boolean Networks

open access: yesComplexity, 2018
Synchronous probabilistic Boolean networks (PBNs) and generalized asynchronous PBNs have received significant attention over the past decade as a tool for modeling complex genetic regulatory networks.
Qiuli Liu   +3 more
doaj   +1 more source

SEMI-MARKOV DECISION PROCESSES WITH COUNTABLE STATE SPACE AND COMPACT ACTION SPACE [PDF]

open access: yesBulletin of Mathematical Statistics, 1978
We shall be concerned with the optimization problem of semi-Markov decision processes with countable state space and compact action space. Defined is the generalized reward function associated with the semi-Markov decision processes which include the ordinary discounted Markov decision processes of discrete time parameter and also the continuous time ...
openaire   +2 more sources

Learning to maximize reward rate: a model based on semi-Markov decision processes

open access: yesFrontiers in Neuroscience, 2014
When animals have to make a number of decisions during a limited time interval, they face a fundamental problem: how much time they should spend on each decision in order to achieve the maximum possible total outcome.
Arash eKhodadadi   +2 more
doaj   +1 more source

Method of Building a Model of Operational Changes for the Marine Combustion Engine Describing the Impact of the Damages of This Engine on the Characteristics of Its Operation Process

open access: yesPolish Maritime Research, 2017
This article deals with the modeling of the processes of operating both marine main and auxiliary engines. The paper presents a model of changes in operating conditions of ship’s internal combustion engine.
Landowski Bogdan   +3 more
doaj   +1 more source

Linear Distances between Markov Chains [PDF]

open access: yes, 2016
We introduce a general class of distances (metrics) between Markov chains, which are based on linear behaviour. This class encompasses distances given topologically (such as the total variation distance or trace distance) as well as by temporal logics or
Daca, Przemysław   +3 more
core   +5 more sources

SEMI-MARKOV DECISION PROCESSES AND THEIR APPLICATIONS IN REPLACEMENT MODELS

open access: yesJournal of the Operations Research Society of Japan, 1985
We consider the problem of minimizing the long-run average expected cost per unit time in a semi-Markov decision process with arbitrary state and action space. Using the idea of successive approximations, sufficient conditions for the existence of an optimal stationary policy are given.
openaire   +3 more sources

An Optimal Query Assignment for Wireless Sensor Networks [PDF]

open access: yes, 2014
A trade-off between two QoS requirements of wireless sensor networks: query waiting time and validity (age) of the data feeding the queries, is investigated.
Boucherie, Richard J.   +6 more
core   +2 more sources

A safe reinforcement learning approach for autonomous navigation of mobile robots in dynamic environments

open access: yesCAAI Transactions on Intelligence Technology, EarlyView., 2023
Abstract When deploying mobile robots in real‐world scenarios, such as airports, train stations, hospitals, and schools, collisions with pedestrians are intolerable and catastrophic. Motion safety becomes one of the most fundamental requirements for mobile robots.
Zhiqian Zhou   +7 more
wiley   +1 more source

Average optimality for continuous-time Markov decision processes under weak continuity conditions

open access: yes, 2014
This article considers the average optimality for a continuous-time Markov decision process with Borel state and action spaces and an arbitrarily unbounded nonnegative cost rate.
Zhang, Yi
core   +1 more source

Shape-constrained Estimation of Value Functions [PDF]

open access: yes, 2013
We present a fully nonparametric method to estimate the value function, via simulation, in the context of expected infinite-horizon discounted rewards for Markov chains.
Glynn, Peter W., Mousavi, Mohammad
core   +1 more source

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