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fermilab-accelerator-ai / meetings

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Develop training algorithm based on tuning equations in autoregulation model #30

Open gnperdue opened 4 years ago

gnperdue commented 4 years ago

@lucyahuang had the very good idea of making the first on-board model one that implements to the old auto-regulation scheme, but learns the parameters that govern that system.

We can develop an offline version of this model that works with historical data, so we'll start there and think about putting it on a board soon.

gnperdue commented 4 years ago

Lucy has developed the first offline training environment.

gnperdue commented 4 years ago

Oops, this is a duplicate of #29. I'll close that one.

gnperdue commented 4 years ago

The folks at PNNL have basically done this - really what we need at this point is a copy of the code.