24 citations · 51 across the 6 of their papers we have counts for
3 papers · 1 filter
A Theory of Relation Learning and Cross-domain Generalization
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin +1
People readily generalize knowledge to novel domains and stimuli. We present a theory, instantiated in a computational model, based on the idea that cross-domain generalization in…
Predicate learning in neural systems: Discovering latent generative structures
Andrea E. Martin, Leonidas A. A. Doumas
Humans learn complex latent structures from their environments (e.g., natural language, mathematics, music, social hierarchies). In cognitive science and cognitive neuroscience, mo…
Human-like generalization in a machine through predicate learning
Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin
Humans readily generalize, applying prior knowledge to novel situations and stimuli. Advances in machine learning and artificial intelligence have begun to approximate and even sur…