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We show that actor improvements with natural policy gradients are particularly appealing as these are independent of coordinate frame of the chosen policy representation, and can be estimated more efficiently than regular policy gradients.
Moreover, the internal human dose can be estimated more efficiently and precisely by biomonitoring as compared to chemical analyses of different environmental matrices at different time points if exposure occurs through multiple pathways.
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In addition, the main and interaction effects can be also estimated more efficiently compared to random sampling.
By this design, we are able to estimate more efficiently players' sensitivity to difference in payoffs (and how this sensitivity affects information decoding along the sequence).
Damage was estimated at more than $500 million.
Our goal is to be more efficiently productive.'".
Damage is estimated at $12 billion or more.
Some are services that are more efficiently provided centrally, such as music services.
Alternatively, data can be utilized more efficiently using a "genetic model-free" approach, which estimates the genetic model from the data (16, 17).
Rubbish can be collected more efficiently.
many things could be coded more efficiently.
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