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HTNLearn receives as input a collection of plan traces with partially annotated intermediate state information, and a set of annotated tasks that specify the conditions before and after the tasks' completion.
The computed paths satisfy the non-holonomic constraints, avoid collisions, and minimize the task-completion time.
The task-completion success rate derived via the proposed method reached 99.4% for 10,000 patterns.
To put it simply, if someone undertakes an activity with the promise of a delayed reward after, the task's completion becomes more likely.
After task completion, the experimenters calculated participants' payoffs for the tasks, and all participants completed the BIS/BAS Rating Scale.
2) If so, can we relate the extent of task-related perturbation to the difficulty of the task and can we estimate how long it takes after task completion for the brain's endogenous activity to recover or return to pre-task values?
The results of the first experiment (N= 24) showed that the annoyance assessments were indeed altered by the experience of disruption, most strongly during, and to a lesser extent after task completion, whereas ratings of the non-disruptive sounds remained largely unaffected.
The following condition is the first task completion result.
After task completion, participants were asked to complete a taste test (based on Houben, 2011) and the same filler questionnaires as in Experiment 1.
Immediately after task completion (75 trials in each direction) the cuff was removed, limiting the maximum total ischemic time to 50 min. The MoveAfter condition started 5 10 min after cuff removal, when subjects no longer reported reperfusion paresthesias.
ANOVA was used to analyze urge ratings (mean gambling urge, mean smoking urge), with time (before and after task completion) as within-subject factor.
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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