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Peter Du
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Year
Adaptive stress testing with reward augmentation for autonomous vehicle validatio
A Corso, P Du, K Driggs-Campbell, MJ Kochenderfer
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 163-168, 2019
1252019
Online monitoring for safe pedestrian-vehicle interactions
P Du, Z Huang, T Liu, T Ji, K Xu, Q Gao, H Sibai, K Driggs-Campbell, ...
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
242020
Finding diverse failure scenarios in autonomous systems using adaptive stress testing
P Du, K Driggs-Campbell
SAE International Journal of Connected and Automated Vehicles 2 (12-02-04 …, 2019
132019
CyPhyHouse: A programming, simulation, and deployment toolchain for heterogeneous distributed coordination
R Ghosh, JP Jansch-Porto, C Hsieh, A Gosse, M Jiang, H Taylor, P Du, ...
2020 IEEE International Conference on Robotics and Automation (ICRA), 6654-6660, 2020
122020
Adaptive failure search using critical states from domain experts
P Du, K Driggs-Campbell
2021 IEEE International Conference on Robotics and Automation (ICRA), 38-44, 2021
72021
Autopreview: A framework for autopilot behavior understanding
Y Shen, N Wijayaratne, P Du, S Jiang, K Driggs-Campbell
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
62021
CoCAtt: A cognitive-conditioned driver attention dataset
Y Shen, N Wijayaratne, P Sriram, A Hasan, P Du, K Driggs-Campbell
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
52022
Conveying autonomous robot capabilities through contrasting behaviour summaries
P Du, S Murthy, K Driggs-Campbell
arXiv preprint arXiv:2304.00367, 2023
22023
Autonomous system safety: Towards targeted and scalable approaches for validation and behaviour analysis
PB Du
University of Illinois at Urbana-Champaign, 2023
2023
Improving the Feasibility of Moment-Based Safety Analysis for Stochastic Dynamics
P Du, K Driggs-Campbell, R Dong
IEEE Transactions on Automatic Control, 2022
2022
CoCAtt: A Cognitive-Conditioned Driver Attention Dataset (Supplementary Material)
Y Shen, N Wijayaratne, P Sriram, A Hasan, P Du, K Driggs-Campbell
arXiv preprint arXiv:2207.04028, 2022
2022
A Moment-Based Safety Analysis for Stochastic Dynamical Systems.
P Du, KR Driggs-Campbell, R Dong
CoRR, 2021
2021
Evaluation of Autonomous Vehicle Policies Using Adaptive Search
P Du, K Driggs-Campbell
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