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Make MAPElitesRepertoire more modular so that it can store any kind of information. #191

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Lookatator opened this issue Sep 5, 2024 · 0 comments
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enhancement New feature or request refactoring

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Make MAPElitesRepertoire more modular so that it can store any kind of information (e.g. observations for AURORA).

The idea would be to add some extra_infos attribute to it (type: Dict[str, pytree]).

Also the repertoire should take as input a tuple of the fields (type: Tuple[str]), and only save the items of the batch extra_infos whose keys are equal to the fields passed as input. This way we can avoid storing too much in the repertoires.

@Lookatator Lookatator added enhancement New feature or request refactoring labels Sep 5, 2024
@Lookatator Lookatator self-assigned this Sep 5, 2024
@Lookatator Lookatator added this to the v0.5.0 milestone Sep 5, 2024
@Lookatator Lookatator removed this from the v0.5.0 milestone Sep 23, 2024
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