Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled
Systems

Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems

27 October 2022

Lionel C. Briand

Papers citing "Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems"

13 / 13 papers shown

Title
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth M. Attaoui F. Pastore 51 0 0 20 Mar 2025
PCLA: A Framework for Testing Autonomous Agents in the CARLA Simulator Masoud Jamshidiyan Tehrani Jinhan Kim Paolo Tonella 191 0 0 12 Mar 2025
Multi-Objective Reinforcement Learning for Critical Scenario Generation of Autonomous Vehicles Jiahui Wu Chengjie Lu Aitor Arrieta Shaukat Ali 50 0 0 18 Feb 2025
Are Existing Road Design Guidelines Suitable for Autonomous Vehicles? Yang Sun Christopher M. Poskitt Jun Sun AAML 23 0 0 13 Sep 2024
Reinforcement Learning for Online Testing of Autonomous Driving Systems: a Replication and Extension Study L. Giamattei Matteo Biagiola R. Pietrantuono S. Russo Paolo Tonella 21 1 0 20 Mar 2024
Decictor: Towards Evaluating the Robustness of Decision-Making in Autonomous Driving Systems Mingfei Cheng Yuan Zhou Xiaofei Xie Junjie Wang Guozhu Meng Kairui Yang 25 1 0 28 Feb 2024
EpiTESTER: Testing Autonomous Vehicles with Epigenetic Algorithm and Attention Mechanism Chengjie Lu Shaukat Ali T. Yue 24 5 0 30 Nov 2023
Evaluating the Impact of Flaky Simulators on Testing Autonomous Driving Systems Mohammad Hossein Amini Shervin Naseri Shiva Nejati 27 10 0 30 Nov 2023
Testing learning-enabled cyber-physical systems with Large-Language Models: A Formal Approach Xi Zheng Al Mok R. Piskac Yong Jae Lee Bhaskar Krishnamachari Dakai Zhu O. Sokolsky Insup Lee ELM 19 2 0 13 Nov 2023
DeepQTest: Testing Autonomous Driving Systems with Reinforcement Learning and Real-world Weather Data Chengjie Lu T. Yue Man Zhang Shaukat Ali 32 8 0 08 Oct 2023
Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing D. Humeniuk Foutse Khomh G. Antoniol 27 4 0 24 Aug 2023
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench Jen-tse Huang Man Ho Adrian Lam E. Li Shujie Ren Wenxuan Wang Wenxiang Jiao Zhaopeng Tu Michael R. Lyu 51 40 0 07 Aug 2023
Boundary State Generation for Testing and Improvement of Autonomous Driving Systems Matteo Biagiola Paolo Tonella 27 4 0 20 Jul 2023