25 citations · 37 across the 5 of their papers we have counts for
3 papers · 1 filter
Context-dependent communication under environmental constraints
Krzysztof Główka, Julian Zubek, Joanna Rączaszek-Leonardi
There is significant evidence that real-world communication cannot be reduced to sending signals with context-independent meaning. In this work, based on a variant of the classical…
Models of symbol emergence in communication: a conceptual review and a guide for avoiding local minima
Julian Zubek, Tomasz Korbak, Joanna Rączaszek-Leonardi
Computational simulations are a popular method for testing hypotheses about the emergence of communication. This kind of research is performed in a variety of traditions including…
Learning from Exemplars and Prototypes in Machine Learning and Psychology
Julian Zubek, Ludmila Kuncheva
This paper draws a parallel between similarity-based categorisation models developed in cognitive psychology and the nearest neighbour classifier (1-NN) in machine learning. Concei…