Boundary state generation for testing and improvement of autonomous driving systems
M Biagiola, P Tonella - IEEE Transactions on Software …, 2024 - ieeexplore.ieee.org
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 …
Causal Reasoning in Software Quality Assurance: A Systematic Review
L Giamattei, A Guerriero, R Pietrantuono… - arXiv preprint arXiv …, 2024 - arxiv.org
Context: Software Quality Assurance (SQA) is a fundamental part of software engineering to
ensure stakeholders that software products work as expected after release in operation …
ensure stakeholders that software products work as expected after release in operation …
Adversarial testing with reinforcement learning: A case study on autonomous driving
A Doreste, M Biagiola, P Tonella - 2024 IEEE Conference on …, 2024 - ieeexplore.ieee.org
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 …
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 …
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 …
[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 …