<p>A schematic specification of the betasort algorithm over the course of one trial. Rectangles refer to operations, diamonds to logical branches, and octagons to loops that iterate over sets of items. Four phase are depicted: the choice policy (red), the relaxation of the contents of memory (green), the processing of explicit feedback (blue), and implicit inference (yellow). An updated version of this figure appears in Jensen et al. (2015) "Implicit value updating explains transitive inference performance: The betasort model," PLOS Computational Biology, 11, e1004523.</p
<p>This figure shows the evolution for of the mean value of across all the clusters. The red dots ...
BayesOpt (blue) is compared against the Nelder-Mead (orange) and DIRect (green) algorithms, with the...
It is very common in cognitive science and psychology to use experimental tasks that involve making ...
<p>A schematic overview of the betasort algorithm over the course of one trial. Rectangles refer to ...
<p>The algorithm’s logic is presented in both a schematic (left) and detailed (right) outline. Recta...
<p>Figures from "Implicit value updating explains transitive inference performance: The betasort mod...
<p>Visualization of Betasort’s adjustment of the beta distributions during a single trial in which a...
Transitive inference (the ability to infer that “B> D ” given that “B> C ” and “C> D”) is a...
(A) Each stimulus has an associated beta distribution, whose parameters encode both the stimulus pos...
<div><p>Transitive inference (the ability to infer that <i>B</i> > <i>D</i> given that <i>B</i> > <i...
Transitive inference (the ability to infer that B> D given that B> C and C> D) is a wide-sp...
<p>Estimated response accuracy on the first transfer trial for each of the 21 possible pairs, compar...
<p>Three phases were included for each algorithm: 200 trials of adjacent pairs only, followed by 200...
<p>Simulated response accuracy for all stimulus pairs of a seven-item list using betasort (red), bet...
<p>(A) Behavioural task variants. In Experiment 1 (leftmost panel) participants were shown only the ...
<p>This figure shows the evolution for of the mean value of across all the clusters. The red dots ...
BayesOpt (blue) is compared against the Nelder-Mead (orange) and DIRect (green) algorithms, with the...
It is very common in cognitive science and psychology to use experimental tasks that involve making ...
<p>A schematic overview of the betasort algorithm over the course of one trial. Rectangles refer to ...
<p>The algorithm’s logic is presented in both a schematic (left) and detailed (right) outline. Recta...
<p>Figures from "Implicit value updating explains transitive inference performance: The betasort mod...
<p>Visualization of Betasort’s adjustment of the beta distributions during a single trial in which a...
Transitive inference (the ability to infer that “B> D ” given that “B> C ” and “C> D”) is a...
(A) Each stimulus has an associated beta distribution, whose parameters encode both the stimulus pos...
<div><p>Transitive inference (the ability to infer that <i>B</i> > <i>D</i> given that <i>B</i> > <i...
Transitive inference (the ability to infer that B> D given that B> C and C> D) is a wide-sp...
<p>Estimated response accuracy on the first transfer trial for each of the 21 possible pairs, compar...
<p>Three phases were included for each algorithm: 200 trials of adjacent pairs only, followed by 200...
<p>Simulated response accuracy for all stimulus pairs of a seven-item list using betasort (red), bet...
<p>(A) Behavioural task variants. In Experiment 1 (leftmost panel) participants were shown only the ...
<p>This figure shows the evolution for of the mean value of across all the clusters. The red dots ...
BayesOpt (blue) is compared against the Nelder-Mead (orange) and DIRect (green) algorithms, with the...
It is very common in cognitive science and psychology to use experimental tasks that involve making ...