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Farama-Foundation / Minigrid

Simple and easily configurable grid world environments for reinforcement learning
https://minigrid.farama.org/
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Relational Deep RL for minigrid #428

Open pdx97 opened 2 months ago

pdx97 commented 2 months ago

Question

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

pseudo-rnd-thoughts commented 2 months ago

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 commented 2 months ago

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