Kalle Kujanpää

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Vector Quantized

Reinforcement Learning

Autonomous Vehicles

Top Venues

Publications

Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen
Continuous Monte Carlo Graph Search. AAMAS (2024)
Kalle Kujanpää, Daulet Baimukashev, Shibei Zhu, Shoaib Azam, Farzeen Munir, Gokhan Alcan, Ville Kyrki
Challenges of Data-Driven Simulation of Diverse and Consistent Human Driving Behaviors. CoRR (2024)
Aidan Scannell, Kalle Kujanpää, Yi Zhao, Mohammadreza Nakhaei, Arno Solin, Joni Pajarinen
iQRL - Implicitly Quantized Representations for Sample-efficient Reinforcement Learning. CoRR (2024)
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
Hierarchical Imitation Learning with Vector Quantized Models. CoRR (2023)
Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin
Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. ITSC (2023)
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
Hierarchical Imitation Learning with Vector Quantized Models. ICML (2023)
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
Hybrid Search for Efficient Planning with Completeness Guarantees. CoRR (2023)
Yuhang Yang, Kalle Kujanpää, Amin Babadi, Joni Pajarinen, Alexander Ilin
Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles. CoRR (2023)
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
Hybrid Search for Efficient Planning with Completeness Guarantees. NeurIPS (2023)
Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää, Miika Koskinen, Harri Lähdesmäki
Longitudinal Variational Autoencoder. AISTATS (2021)
Kalle Kujanpää, Willie Victor, Alexander Ilin
Automating Privilege Escalation with Deep Reinforcement Learning. AISec@CCS (2021)
Kalle Kujanpää, Willie Victor, Alexander Ilin
Automating Privilege Escalation with Deep Reinforcement Learning. CoRR (2021)