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Relational Deep RL for minigrid

Open pdx97 opened this issue 10 months ago • 2 comments

Question

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

pdx97 avatar Apr 16 '24 21:04 pdx97

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?

pseudo-rnd-thoughts avatar Apr 22 '24 10:04 pseudo-rnd-thoughts

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

pdx97 avatar Apr 22 '24 19:04 pdx97