We present an information-theoretic method permitting one to find structure in a problem space (here, in a spatial navigation domain) and cluster it in ways ...

PDF | We present an information-theoretic method permitting one to find structure in a problem space (here, in a spatial navigation domain) and cluster.

Introduction Learning efficient codes or representations of the environment is a key prerequisite for several cognitive tasks. In vision research, information- ...

Title. Nonparametric Problem-Space Clustering: Learning Efficient Codes for Cognitive Control Tasks. Authors. Maisto, Domenico; Donnarumma, Francesco; ...

We present an information-theoretic method permitting one to find structure in a problem space (here, in a spatial navigation domain) and cluster it in ways ...

Nonparametric Problem-Space Clustering: Learning Efficient Codes for Cognitive Control Tasks. Overview of attention for article published in Entropy ...

Nonparametric problem-space clustering: learning efficient codes for cognitive control tasks. D Maisto, F Donnarumma, G Pezzulo. Entropy 18 (2), 61, 2016. 21 ...

Frontiers in Psychology 10, 1424, 2019. 21, 2019. Nonparametric problem-space clustering: learning efficient codes for cognitive control tasks. D Maisto, F ...

We first present the C-TS model, an approximate non-parametric Bayesian framework for creation, learning and clustering task-set structure and show that it ...

A central component of human intelligence is the ability to make abstractions, to gloss over some details in favor of drawing out higher-order structure.