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[F1] Experiment a NARX based network #33

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SakshayMahna opened this issue Dec 22, 2021 · 2 comments
Open

[F1] Experiment a NARX based network #33

SakshayMahna opened this issue Dec 22, 2021 · 2 comments

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@SakshayMahna
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SakshayMahna commented Dec 22, 2021

To implement and experiment with a NARX based network. The structure is an extension to the original PilotNet:

NARX

First iteration is a single horizon.

Yet to add some documentation and implement multi horizon network.

@sergiopaniego
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Thanks for the issue!
Is the architecture on some paper, blog...? Or did you implemented it directly adapting PilotNet?

@SakshayMahna
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I did not read about it anywhere. I just thought of combining the NARX and CNN approach, and tried this architecture.

In essence, I think this is a modified version of the Explicit Memory Brain(stack multiple images), where instead of providing a sequence of data in the form of images, we are providing that sequence in the form of tabular data.

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