Wang, J. ., Pant, Y. V., Zhao, L. ., Antkiewicz, M. ., & Czarnecki, K. . (2024). Enhancing Safety in Mixed Traffic: Learning-Based Modeling and Efficient Control of Autonomous and Human-Driven Vehicles. IEEE Transactions on Intelligent Transportation Systems, 16. https://doi.org/10.1109/TITS.2024.3384050 (Original work published 2024)
Publications
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Stewart, C. R. (2024). Traffic Rule Checking and Validation (University of Waterloo). University of Waterloo. Retrieved from http://hdl.handle.net/10012/20344
Queiroz, R. ., Sharma, D. ., Caldas, R. ., Czarnecki, K. ., Garcia, S. ., Berger, T. ., & Pelliccione, P. . (2024). A driver-vehicle model for ADS scenario-based testing. IEEE Transactions on Intelligent Transportation Systems, 14. https://doi.org/10.1109/TITS.2024.3373531 (Original work published 2024)
Thérien, B. ., Huang, C. ., Chow, A. ., & Czarnecki, K. . (2024). Object Re-identification from Point Clouds. IEEE/CVF/Winter/Conference/on/Applications/of/Computer/Vision/(WACV). Presented at the. IEEE. https://doi.org/https://doi.ieeecomputersociety.org/10.1109/WACV57701.2024.00819
Yacoub, M. ., Antkiewicz, M. ., Czarnecki, K. ., & McPhee, J. . (2024). Gain-scheduled model predictive controller for vehicle-following trajectory generation for autonomous vehicles. Vehicle System Dynamics, 26. https://doi.org/10.1080/00423114.2024.2373140 (Original work published 2024)
Lee, J. ., Sedwards, S. ., & Czarnecki, K. . (2023). Uniformly Constrained Reinforcement Learning. Accepted for Publication in Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS): Special Issue on Multi-Objective Decision Making (MODeM).
Sarkar, A. ., Larson, K. ., & Czarnecki, K. . (2022). Generalized dynamic cognitive hierarchy models for strategic driving behavior.. Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior. Presented at the. Retrieved from https://arxiv.org/abs/2109.09861
Nguyen, V. D. (2022). Out-of-Distribution Detection for LiDAR-based 3D Object Detection. Retrieved from http://hdl.handle.net/10012/17902 (Original work published 2022)
Kahn, M. ., Sarkar, A. ., & Czarnecki, K. . (2022). I Know You Can't See Me: Dynamic Occlusion-Aware Safety Validation of Strategic Planners for Autonomous Vehicles Using Hypergames.. I Know You Can’t See Me: Dynamic Occlusion-Aware Safety Validation of Strategic Planners for Autonomous Vehicles Using Hypergames. Presented at the. Retrieved from https://arxiv.org/abs/2109.09807
Queiroz, R. . (2022). Scenario Modeling and Execution for Simulation Testing of Automated-Driving Systems. Retrieved from http://hdl.handle.net/10012/18825 (Original work published 2022)