24 citations · 53 across the 6 of their papers we have counts for
3 papers · 1 filter
Learning Rules from Rewards
Guillermo Puebla, Leonidas A. A. Doumas
Humans can flexibly generalize knowledge across domains by leveraging structured relational representations. While prior research has shown how such representations support analogi…
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…
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…