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Tutorial for MTBO is not available #94

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AnilRamachandran opened this issue Jun 23, 2018 · 3 comments
Open

Tutorial for MTBO is not available #94

AnilRamachandran opened this issue Jun 23, 2018 · 3 comments

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@AnilRamachandran
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Can anyone please suggest, how objective function is defined for mtbo.

@aaronkl
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aaronkl commented Jun 23, 2018

the interface looks the same as for Fabolas just that the additional variable is an integer defining the task rather than a continuous variable:

def objective(x, task):
    return function_value, cost

Also have a look here:
https://github.com/automl/RoBO/blob/master/experiments/fabolas/run_mtbo.py

@AnilRamachandran
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Ok. thank you so much!

@AnilRamachandran
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I think the code for MTBO is for two task problem as in the experiments in MTBO paper. Is there any way I can run that code for multiple tasks? I mean how should I take the observations from 1,...(t-1) tasks when optimizing t_th task?

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