Longitudinal variational autoencoder S Ramchandran, G Tikhonov, K Kujanpää, M Koskinen, H Lähdesmäki International Conference on Artificial Intelligence and Statistics, 3898-3906, 2021 | 32 | 2021 |
Automating privilege escalation with deep reinforcement learning K Kujanpää, W Victor, A Ilin Proceedings of the 14th ACM workshop on artificial intelligence and security …, 2021 | 12 | 2021 |
Hierarchical Imitation Learning with Vector Quantized Models K Kujanpää, J Pajarinen, A Ilin International Conference on Machine Learning, 2023 | 4 | 2023 |
Continuous Monte Carlo Graph Search A Babadi, Y Zhao, J Kannala, A Ilin, J Pajarinen | 1 | 2022 |
Hybrid Search for Efficient Planning with Completeness Guarantees K Kujanpää, J Pajarinen, A Ilin Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Challenges of Data-Driven Simulation of Diverse and Consistent Human Driving Behaviors K Kujanpää, D Baimukashev, S Zhu, S Azam, F Munir, G Alcan, V Kyrki arXiv preprint arXiv:2401.03236, 2024 | | 2024 |
Suicidal Pedestrian: Generation of safety-critical scenarios for autonomous vehicles Y Yang, K Kujanpää, IA Babadi, J Pajarinen, A Ilin 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | | 2023 |