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SARGOLINI , Francesca

Last name: SARGOLINI

First name: Francesca

January 4, 2021 (v1)

Publication

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Reinforcement learning dynamics

Moongathottathil James, Ashwin Sargolini, Francesca Bethus, Ingrid

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Uploaded on: December 4, 2022
June 9, 2023 (v1)

Journal article

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Strategy inference during learning via cognitive activity-based credit assignment models

Moongathottathil James, Ashwin Reynaud-Bouret, Patricia Mezzadri, Giulia

We develop a method for selecting meaningful learning strategies based solely on the behavioral data of a single individual in a learning experiment. We use simple Activity-based Credit Assignment algorithms to model the different strategies and couple them with a novel hold-out statistical selection method. Application on rat behavioral data...

Uploaded on: November 25, 2023
January 4, 2021 (v1)

Publication

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Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process

Moongathottathil James, Ashwin Mezzadri, Giulia Sargolini, Francesca

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Uploaded on: December 4, 2022