Graph schemas as abstractions for transfer learning, inference, and planning

JS Guntupalli, RV Raju, S Kushagra… - arXiv preprint arXiv …, 2023 - arxiv.org
Transferring latent structure from one environment or problem to another is a mechanism by
which humans and animals generalize with very little data. Inspired by cognitive and …

Graph schemas as abstractions for transfer learning, inference, and planning

JS Guntupalli, RV Raju, S Kushagra, D Sawyer… - openreview.net
We propose schemas as a model for abstractions that can be used for rapid transfer
learning, inference, and planning. Common structured representations of concepts and …