Disentangled behavioral representations

Hassan Ashtiani
Hassan Ashtiani
Omar Ghattas
Omar Ghattas

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), pp. 1-18, 2019.

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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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