Disentangled behavioural representations

Amir Dezfouli
Amir Dezfouli
Hassan Ashtiani
Hassan Ashtiani
Omar Ghattas
Omar Ghattas
Peter Dayan
Peter Dayan
Cheng Soon Ong
Cheng Soon Ong

NeurIPS, pp.2251-2260, (2019)

Cited by: 2|Views4
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Abstract:

Individual characteristics in human decision-making are often quantified by fitting a parametric cognitive model to subjects' behavior and then studying differences between them in the associated parameter space. However, these models often fit behavior more poorly than recurrent neural networks (RNNs), which are more flexible and make fe...More

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