Search Results for author: Fabrizia Auletta

Found 3 papers, 1 papers with code

Predicting and Understanding Human Action Decisions during Skillful Joint-Action via Machine Learning and Explainable-AI

1 code implementation6 Jun 2022 Fabrizia Auletta, Rachel W. Kallen, Mario di Bernardo, Micheal J. Richardson

This study uses supervised machine learning (SML) and explainable artificial intelligence (AI) to model, predict and understand human decision-making during skillful joint-action.

Decision Making Explainable artificial intelligence

Control-Tutored Reinforcement Learning: an application to the Herding Problem

no code implementations26 Nov 2019 Francesco De Lellis, Fabrizia Auletta, Giovanni Russo, Mario di Bernardo

In this extended abstract we introduce a novel control-tutored Q-learning approach (CTQL) as part of the ongoing effort in developing model-based and safe RL for continuous state spaces.

Q-Learning reinforcement-learning +1

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