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20122026
most citedCombining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving

313 citations

Showing 2024Show all

9 papers · 1 filter

eess.SY2024★ 26 cited

Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios

Muhammad Saeed, Arash Khalatbarisoltani, Zhongwei Deng +4

The reliability, lower computational complexity, and ease of implementation of control observers make them one of the most promising methods for the state estimation of Li-ion batt…

physics.optics2024★ 5 cited

Microscopic Geared Mechanisms

Gan Wang, Marcel Rey, Antonio Ciarlo +5

The miniaturization of mechanical machines is critical for advancing nanotechnology and reducing device footprints. Traditional efforts to downsize gears and micromotors have faced…

cs.CR2024★ 7 cited

A Value Driven Framework for Cybersecurity Innovation in Transportation & Infrastructure

Lampis Alevizos, Lalit Bhakuni, Stefan Jaschke

This paper introduces a value-driven cybersecurity innovation framework for the transportation and infrastructure sectors, as opposed to the traditional market-centric approaches t…

cs.SE2024★ 19 cited

Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models

Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner +2

DevOps is a necessity in many industries, including the development of Autonomous Vehicles. In those settings, there are iterative activities that reduce the speed of SafetyOps cyc…

cs.SE2024★ 3 cited

On STPA for Distributed Development of Safe Autonomous Driving: An Interview Study

Ali Nouri, Christian Berger, Fredrik Törner

Safety analysis is used to identify hazards and build knowledge during the design phase of safety-relevant functions. This is especially true for complex AI-enabled and software in…

cs.SE2024★ 9 cited

An Industrial Experience Report about Challenges from Continuous Monitoring, Improvement, and Deployment for Autonomous Driving Features

Ali Nouri, Christian Berger, Fredrik Torner

Using continuous development, deployment, and monitoring (CDDM) to understand and improve applications in a customer's context is widely used for non-safety applications such as sm…