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To put it simply, the rules that apply offline are the same rules that apply online.
However, even at the risk of losing prediction accuracy due to insufficient runtime information, researchers can only afford to apply offline model training to avoid significant runtime training overhead.
In addition, we apply offline bound and online bound to estimate influence spread of optimal solutions.
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In engineering, interval arithmetic tools are usually applied offline to verify, analyze, and design dynamical systems.
Eco-driving optimization has been applied offline in the design of commercial services.
For now, online customers still have several forms to fill out and they have to wait the same amount of time before closing as those applying offline.
While the conventional approach to evaluation relies on online A/B tests, recent work has shown that counterfactual estimators can provide an inexpensive and fast alternative, since they can be applied offline using log data that was collected from a different policy fielded in the past.
Using a 3-stage deterministic Markov decision task, here we applied offline, inhibitory low-frequency 1-Hz repetitive transcranial magnetic stimulation (rTMS) over the left dlPFC in young male adults (n = 31, mean age = 23.8 years, SD = 2.5 years) in a within-subject cross-over design to study the roles of this region in influencing value-based sequential decision-making.
In some studies, new satellite simulator packages have been applied offline to the NICAM dataset.
Generally, these approaches have to be applied offline to the nominal parameters of the system known beforehand.
"We want to make sure that everybody understands that what applies offline it also has to apply for online".
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