Conceptfaithful latent world models
Faithful Latent World Model
A world model under a theoretical criterion requiring that the true environment transition map and the learned latent dynamics satisfy equivariance in the latent coordinates induced by the encoder, that is, latent-space predictions coincide with the encoding of the true transition result.
Timeline (last 90 days)
Oct 28
The study proposes the concept of a faithful latent world model, which requires equivariance between the true environment transition map and the learned latent dynamics.
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