A Mental Simulation Approach for Learning Neural-Network Predictive Control (in Self-Driving Cars)

This paper presents a novel approach to learning predictive motor control via “mental simulations”. The method, inspired by learning via mental imagery in natural Cognition, develops in two phases: first, the learning of predictive models based on data recorded in the interacti...

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Bibliographic Details
Main Authors: Mauro Da Lio, Riccardo Dona, Gastone Pietro Rosati Papini, Francesco Biral, Henrik Svensson
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9234399/