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With this notion of state equivalence, we design and analyze an algorithm that minimizes arbitrary factored MDPs and compare this method analytically to previous algorithms for solving factored MDPs.
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Sometimes the decision hinges on arbitrary factors or small differences.
But sometimes an arbitrary factor can come crashing in and change the picture.
Other more arbitrary factors, especially professional prestige, seem to play a worryingly large role in determining which disorders get attention.
In a real game of tennis, you can attribute your losses to arbitrary factors: the sun got in your eyes, there was a pebble underfoot.
To socioeconomics and race — the known and inescapably arbitrary factors in the application of the death penalty — we may now add a novel dynamic: the shelf life of benzodiazepine compounds.
V. Jones' theory on index of (II1−) subfactors is generalized to arbitrary factors.
Most current strategies call for overly conservative and costly repairs or make use of arbitrary factors of safety.
One argument in favor of this view might be that people should not end up unequally well off as a result of morally arbitrary factors.
Another concern that Kaggle and the TSA had to account for was the risk of bias influencing the automated threat detection process — a potential nightmare for travelers that could be inappropriately segregated based on arbitrary factors.
According to Wolf (2014), in-depth interviews extend insights that can be constrained by rushing into full, and relatively arbitrary, factor descriptions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com