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Is this a substantial improvement over existing neural network models? I’ve seen models that were being used to trade renewables on PJM’s market that seemed at least as good as these. And, similar models are currently being used to manage DERs in micro-grids.

I don't mean to downplay these results. I’m not an expert. Just mentioning it in case someone at deepmind sees this and wants to reach out to PJM. I believe those models were created almost 10 years ago.



It is probably not. Their neural network to optimize their warehouse efficiency had 6 neurons. The neural network used here is probably pretty small too




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