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In the boxed algorithm for off - policy MC control, you may have been expecting the W update to have involved the importance - sampling
In the boxed algorithm for offpolicy MC control, you may have been expecting the W update to have involved the importancesampling ratio but instead it involves Why is this nevertheless correct?
In the boxed algorithm for offpolicy MC control, you may have been expecting the W update to have involved the importancesampling ratio but instead it involves Why is this nevertheless correct?
In the offpolicy MC control algorithm, is a deterministic policy. Therefore, for the action actually taken, its probability of being taken is always
In the offpolicy MC control algorithm, can be taken out of the fraction since we want to bound the variance.
The algorithm can converge faster by taking out
There is no specific reason for that. This can just simplify the computation since we don't need to know the exact values,but which ones are maximum.
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