25 citations · 37 across the 5 of their papers we have counts for
5 papers
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…
Measuring non-trivial compositionality in emergent communication
Tomasz Korbak, Julian Zubek, Joanna Rączaszek-Leonardi
Compositionality is an important explanatory target in emergent communication and language evolution. The vast majority of computational models of communication account for the eme…
Developmentally motivated emergence of compositional communication via template transfer
Tomasz Korbak, Julian Zubek, Łukasz Kuciński +2
This paper explores a novel approach to achieving emergent compositional communication in multi-agent systems. We propose a training regime implementing template transfer, the idea…
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…