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Relational Deep RL for minigrid #428

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pdx97 opened this issue Apr 16, 2024 · 2 comments
Open

Relational Deep RL for minigrid #428

pdx97 opened this issue Apr 16, 2024 · 2 comments

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@pdx97
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pdx97 commented Apr 16, 2024

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Is there any Mingrid env which supports Relational Reinforcement Learning and encourages relational reasoning.

@pdx97 pdx97 changed the title [Question] Question title Relational Deep RL for minigrid Apr 16, 2024
@pseudo-rnd-thoughts
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If you use a symbolic representation for the environments then I imagine all of them in some sense.
Did you have any prior work / environments in mind?

@pdx97
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pdx97 commented Apr 22, 2024

There is an environment known as boxworld : https://arxiv.org/abs/1806.01830 which is made to explicitly target relational reasoning.

https://github.com/nathangrinsztajn/Box-World

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