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Probabilities sometimes slightly higher than 1 in Local mode #88

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ukaratay opened this issue Jan 11, 2017 · 0 comments
Open

Probabilities sometimes slightly higher than 1 in Local mode #88

ukaratay opened this issue Jan 11, 2017 · 0 comments

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@ukaratay
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This line causes the problem. I currently solved it by clipping the probability.

var prob = ((GenericTopSlotExplorerState)dp.InteractData.ExplorerState).Probabilities[action - 1];
var label = new ContextualBanditLabel(action, -dp.Reward, (prob < 1) ? 1 : ((prob > 0) ? 0 : prob));
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@ukaratay