Explaining deep learning models through rule-based approximation and visualization
This article describes a novel approach to the problem of developing explainable machine
learning models. We consider a deep reinforcement learning (DRL) model representing a …
learning models. We consider a deep reinforcement learning (DRL) model representing a …
A virtual driving instructor that assesses driving performance on par with human experts
J Rehm, I Reshodko, OE Gundersen - Expert Systems with Applications, 2024 - Elsevier
The advent of virtual driving instructors has the potential to revolutionize driver education by
providing real-time, unbiased feedback to learner drivers. This paradigm shift aims to …
providing real-time, unbiased feedback to learner drivers. This paradigm shift aims to …
A survey on knowledge graph-based methods for automated driving
Deep learning methods have made remarkable breakthroughs in machine learning in
general and in automated driving (AD) in particular. However, there are still unsolved …
general and in automated driving (AD) in particular. However, there are still unsolved …
[HTML][HTML] Implementing a gaze tracking algorithm for improving advanced driver assistance systems
A Ledezma, V Zamora, Ó Sipele, MP Sesmero… - Electronics, 2021 - mdpi.com
Car accidents are one of the top ten causes of death and are produced mainly by driver
distractions. ADAS (Advanced Driver Assistance Systems) can warn the driver of dangerous …
distractions. ADAS (Advanced Driver Assistance Systems) can warn the driver of dangerous …
Explaining traffic situations–architecture of a virtual driving instructor
MKH Sandberg, J Rehm, M Mnoucek… - … Tutoring Systems: 16th …, 2020 - Springer
Intelligent tutoring systems become more and more common in assisting human learners.
Distinct advantages of intelligent tutoring systems are personalized teaching tailored to each …
Distinct advantages of intelligent tutoring systems are personalized teaching tailored to each …
A Review of Cockpit-driving Integration for Human-centric Autonomous Driving
Z Zhu, S Zhao, C Wang, A Du - Authorea Preprints, 2023 - techrxiv.org
This review focuses on the integration of intelligent driving and intelligent cockpit systems.
With the advancement of intelligent levels, autonomous vehicles are capable of driving in …
With the advancement of intelligent levels, autonomous vehicles are capable of driving in …
Semantic Management of Urban Traffic Congestion
A Shakil, R Juric - 2020 - scholarspace.manoa.hawaii.edu
Urban traffic congestion is a problem which affects the world and is related to the massive
urbanization and excessive number of cars on our streets. This causes a variety of problems …
urbanization and excessive number of cars on our streets. This causes a variety of problems …
Assistente avançado de suporte ao motorista para redução de risco de tombamento de veículos pesados em curva.
WC TIENGO - 2018 - dspace.sti.ufcg.edu.br
No Brasil, o transporte rodoviário é responsável por 58% do transporte de carga, que tem os
acidentes como um grande problema, pois, em geral, esses ocasionam muitas vítimas …
acidentes como um grande problema, pois, em geral, esses ocasionam muitas vítimas …
[PDF][PDF] Assistente Avançado de Suporte ao Motorista para Redução de Risco de Tombamento de
VP em Curva - 2018 - core.ac.uk
No Brasil, o transporte rodoviário é responsável por 58% do transporte de carga, que tem os
acidentes como um grande problema, pois, em geral, esses ocasionam muitas vítimas …
acidentes como um grande problema, pois, em geral, esses ocasionam muitas vítimas …