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Training Module and Env Setup #14

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caymansimpson opened this issue Aug 14, 2024 · 2 comments
Open

Training Module and Env Setup #14

caymansimpson opened this issue Aug 14, 2024 · 2 comments
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enhancement New feature or request

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@caymansimpson
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caymansimpson commented Aug 14, 2024

Takes data from Data Processor, creates inputs (eg embeds battles), values and trains models w/ parameters. Needs to scale to ESCHER.

Need to redefine the poke-env environment API (largest thing here)

Also add tests to understand if there any abnormally large features

@caymansimpson caymansimpson converted this from a draft issue Aug 14, 2024
@caymansimpson
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caymansimpson commented Sep 9, 2024

Also I need to add back teampreview as a parameter (and test teampreview embedding), with documentation about what I don’t embed

also clip large parameters and normalize in embedder

Also add battle representation of last 10 turns

@caymansimpson caymansimpson self-assigned this Sep 10, 2024
@caymansimpson caymansimpson added the enhancement New feature or request label Sep 14, 2024
@caymansimpson caymansimpson moved this from Backlog to Ready in Stage I Development Sep 15, 2024
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Set up a DQN example

@caymansimpson caymansimpson changed the title Training Module Training Module and Env Setup Dec 5, 2024
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