Factorization Regret measures how latent variable interactions affect performance, and RCCs enable learning them to achieve compositional generalization in partially observable tasks.
Dubreuil, Adrian Valente, Manuel Beir ´an, Francesca Mastrogiuseppe, and Srdjan Ostojic
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Factorization Regret mediates compositional generalization in latent space
Factorization Regret measures how latent variable interactions affect performance, and RCCs enable learning them to achieve compositional generalization in partially observable tasks.