Sarkar, A. ., Guo, J. ., Siegmund, N. ., Apel, S. ., & Czarnecki, K. . (2015). Cost-efficient sampling for performance prediction of configurable systems. Cost-Efficient Sampling for Performance Prediction of Configurable Systems. Presented at the. Retrieved from https://ieeexplore.ieee.org/document/7372023
Publications
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Sarkar, A. . (2016). Meta-learning Performance Prediction of Highly Configurable Systems: A Cost-oriented Approach. Waterloo. Retrieved from http://hdl.handle.net/10012/10406 (Original work published 2016)
Sarkar, A. ., Czarnecki, K. ., Angus, M. ., Li, C. ., & Waslander, S. . (2017). Trajectory prediction of traffic agents at urban intersections through learned interactions.. Trajectory Prediction of Traffic Agents at Urban Intersections through Learned Interactions. Presented at the. Retrieved from https://ieeexplore.ieee.org/document/8317731
Juodisius, P. ., Sarkar, A. ., Mukkamala, R. R., Antkiewicz, M. ., Czarnecki, K. ., & asowski, A. W. (2018). Clafer: Lightweight Modeling of Structure and Behaviour. The Art, Science, and Engineering of Programming Journal, 3. https://doi.org/10.22152/programming-journal.org/2019/3/2 (Original work published 2018)
Zayan, D. ., Sarkar, A. ., Antkiewicz, M. ., Maciel, R. S. P., & Czarnecki, K. . (2018). Example-driven modeling: on effects of using examples on structural model comprehension, what makes them useful, and how to create them. https://doi.org/10.1007/s10270-017-0652-3 (Original work published 2018)
Sarkar, A. ., & Czarnecki, K. . (2019). A behavior driven approach for sampling rare event situations for autonomous vehicles. A Behavior Driven Approach for Sampling Rare Event Situations for Autonomous Vehicles. Presented at the. Retrieved from https://ieeexplore.ieee.org/abstract/document/8967715
Ilievski, M. ., Sedwards, S. ., Gaurav, A. ., Balakrishnan, A. ., Sarkar, A. ., Lee, J. ., Bouchard, F. ed\ eric, De Iaco, R. ., & Czarnecki, K. . (2019). Design Space of Behaviour Planning for Autonomous Driving. Waterloo. Retrieved from https://arxiv.org/abs/1908.07931 (Original work published 2019)
Sarkar, A. ., & Czarnecki, K. . (2021). Solution Concepts in Hierarchical Games Under Bounded Rationality With Applications to Autonomous Driving.. Retrieved from https://ojs.aaai.org/index.php/AAAI/article/view/16715
Sarkar, A. ., Larson, K. ., & Czarnecki, K. . (2021). A taxonomy of strategic human interactions in traffic conflicts. A Taxonomy of Strategic Human Interactions in Traffic Conflicts. Presented at the. Retrieved from https://arxiv.org/abs/2109.13367
Sarkar, A. . (2022). Empirical Game Theoretic Models for Autonomous Driving: Methods and Applications. Retrieved from http://hdl.handle.net/10012/18751 (Original work published 2022)