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Enable training of state proposers #19

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mknull opened this issue Feb 17, 2022 · 0 comments
Open

Enable training of state proposers #19

mknull opened this issue Feb 17, 2022 · 0 comments
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@mknull
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mknull commented Feb 17, 2022

All current TVO models refer to the "decoder" part of classical variational autoencoders. Current work, such as the neural state proposer uses model-based learning.

Proposed changes:
Make the Trainable protocol an abstraction of two new Encoder and Decoder protocols.
Enable gradient-based state acquisition in TrainingAndOrValidation.

@mknull mknull self-assigned this Feb 17, 2022
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