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Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes
We study Markov decision processes (MDPs) with multiple limit-average (or mean-payoff) functions. We consider two different objectives, namely, expectation and satisfaction objectives. Given an MDP with k reward functions, in the
IN - Informatika
- 2011 •
- D •
- Link
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D - Stať ve sborníku
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Conditional Value-at-Risk for Reachability and Mean Payoff in Markov Decision Processes
We present the conditional value-at-risk (CVaR) in the context of Markov chains and Markov decision processes with reachability and mean-payoff objectives. CVaR quantifies risk by means of the expectation of the wo...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
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D - Stať ve sborníku
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Markov Decision Processes with Multiple Long-Run Average Objectives
objective the goal is to maximize the expected limit-average value-average value stays above a given vector. We show that under the expectation objectiveWe study Markov decision processes (MDPs) with multiple limi...
IN - Informatika
- 2014 •
- Jx •
- Link
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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A note on effect of errors in input parameters on mean-variance efficient portfolios
of perturbed values of expectations, variances and covariances of yields for the wholeMean-variance efficient portfolios are in?uenced by errors due to approximation - expected yields and elements of their covaria...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- D •
- Link
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D - Stať ve sborníku
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Emission management of a steel company: Fuzzy expected value approach
and stochastic versions of the model were presented, in this paper, the fuzzy expected value (i.e. possibilistic mean value) approach is used. Due to the difficult......
Applied Economics, Econometrics
- 2015 •
- D
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D - Stať ve sborníku
Risk-Sensitive and Mean Variance Optimality in Markov Decision Processes
can easily obtain necessary and sufficient mean reward optimality conditions and thevariability can be evaluated by the mean variance of total expected rewards. For the risk with mean value of the corresp...
BB - Aplikovaná statistika, operační výzkum
- 2013 •
- Jx
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Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Mean variance optimality in Markov decision chains
In this note, we consider discrete-time Markov decision processes with finite state space. Recalling explicit formulas for the growth rate of expected value and variance of the cumulative (random) reward, algorithmic procedures for ...
BB - Aplikovaná statistika, operační výzkum
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Optimizing the Expected Mean Payoff in Energy Markov Decision Processes
that keeps the counter non-negative) which maximizes the expected mean payoff. is the current counter value. The configurations are changed by performing transitions......
IN - Informatika
- 2016 •
- D •
- Link
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D - Stať ve sborníku
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Unifying Two Views on Multiple Mean-Payoff Objectives in Markov Decision Processes
(or mean-payoff) objectives. There exist two different views: (i)~the expectation semantics, where the goal is to optimize the expected mean-payoff objective, and (ii such that the mean-payoff value
IN - Informatika
- 2015 •
- D
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D - Stať ve sborníku
ADVENTURE THERAPY AS A MEANS OF WORKING WITH THE VALUES OF CLIENTS IN THERAPEUTIC COMMUNITIES
of possible ways of work with clients´ values in therapeutic communities for addicted-structured interview with thirteen workers. The interviews were analyzed by means of MCA. The results of the analyses show the workers expect...
Education
- 2018 •
- D •
- Link
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D - Stať ve sborníku
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