Kalle Kujanpää

According to our database, Kalle Kujanpää authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Knowledge Injection via Prompt Distillation.

Kalle Kujanpää, Harri Valpola, Alexander Ilin

CoRR, 2024

iQRL - Implicitly Quantized Representations for Sample-efficient Reinforcement Learning.

Aidan Scannell, Kalle Kujanpää, Yi Zhao, Mohammadreza Nakhaei, Arno Solin, Joni Pajarinen

CoRR, 2024

Challenges of Data-Driven Simulation of Diverse and Consistent Human Driving Behaviors.

Kalle Kujanpää, Daulet Baimukashev, Shibei Zhu, Shoaib Azam, Farzeen Munir, Gokhan Alcan, Ville Kyrki

CoRR, 2024

Continuous Monte Carlo Graph Search.

Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Hybrid Search for Efficient Planning with Completeness Guarantees.

Kalle Kujanpää, Joni Pajarinen, Alexander Ilin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles.

Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Hierarchical Imitation Learning with Vector Quantized Models.

Kalle Kujanpää, Joni Pajarinen, Alexander Ilin

Proceedings of the International Conference on Machine Learning, 2023

2021

Automating Privilege Escalation with Deep Reinforcement Learning.

Kalle Kujanpää, Willie Victor, Alexander Ilin

Proceedings of the AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, 2021

Longitudinal Variational Autoencoder.

Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021