Boundary state generation for testing and improvement of autonomous driving systems
Recent advances in Deep Neural Networks (DNNs) and sensor technologies are enabling
autonomous driving systems (ADSs) with an ever-increasing level of autonomy. However …
autonomous driving systems (ADSs) with an ever-increasing level of autonomy. However …
[HTML][HTML] Causal reasoning in Software Quality Assurance: A systematic review
Abstract Context: Software Quality Assurance (SQA) is a fundamental part of software
engineering to ensure stakeholders that software products work as expected after release in …
engineering to ensure stakeholders that software products work as expected after release in …
Scenario-based Accelerated Testing for SOTIF in Autonomous Driving: A Review
L Tang, R Wang, Z Liu, Y Liang, Y Niu… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The development of intelligent driving systems has drawn significant attention to enhancing
the safety of autonomous vehicles and their intended functionality. Despite this, current …
the safety of autonomous vehicles and their intended functionality. Despite this, current …
Reality Bites: Assessing the Realism of Driving Scenarios with Large Language Models
Large Language Models (LLMs) are demonstrating outstanding potential for tasks such as
text generation, summarization, and classification. Given that such models are trained on a …
text generation, summarization, and classification. Given that such models are trained on a …
Adversarial testing with reinforcement learning: A case study on autonomous driving
Testing autonomous driving systems (ADSs) is essential to ensure their safety. Existing
testing techniques manipulate the objects of the driving environment in order to trigger a …
testing techniques manipulate the objects of the driving environment in order to trigger a …
Can Causal Thinking Render AI-Driven Systems More Robust?
P Bezzina - Available at SSRN 4832302, 2024 - papers.ssrn.com
The integration of causal thinking into AI-driven systems presents a promising avenue for
enhancing robustness, interpretability, and generalizability. Traditional AI models often rely …
enhancing robustness, interpretability, and generalizability. Traditional AI models often rely …
Demo2Test: Transfer Testing of Agent in Competitive Environment with Failure Demonstrations
The competitive game between agents exists in many critical applications, such as military
unmanned aerial vehicles. It is urgent to test these agents to reduce the significant losses …
unmanned aerial vehicles. It is urgent to test these agents to reduce the significant losses …
[PDF][PDF] A Complete Bibliography of ACM Transactions on Software Engineering and Methodology
NHF Beebe - 2024 - ctan.math.utah.edu
A Complete Bibliography of ACM Transactions on Software Engineering and Methodology
Page 1 A Complete Bibliography of ACM Transactions on Software Engineering and …
Page 1 A Complete Bibliography of ACM Transactions on Software Engineering and …