Alexander Ilin

Full researcher profile
https://research.aalto.fi/...

Research groups

  • Computer Science Professors, Professor of Practice
  • Computer Science - Artificial Intelligence and Machine Learning (AIML), Professor of Practice
  • Professorship Ilin Alexander, Professor of Practice

Publications

RNA secondary structure prediction with convolutional neural networks

Mehdi Saman Booy, Alexander Ilin, Pekka Orponen 2022 BMC Bioinformatics

Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning

Ari Viitala, Rinu Boney, Yi Zhao, Alexander Ilin, Juho Kahala 2022 20th International Conference on Advanced Robotics, ICAR

Learning to Play Imperfect-Information Games by Imitating an Oracle Planner

Rinu Boney, Alexander Ilin, Juho Kannala, Jarno Seppanen 2021 IEEE Transactions on Games

A Grid-Structured Model of Tubular Reactors

Katsiaryna Haitsiukevich, Samuli Bergman, Cesar de Araujo Filho, Francesco Corona, Alexander Ilin 2021 2021 IEEE 19th International Conference on Industrial Informatics (INDIN)

Behaviour-Conditioned Policies for Cooperative Reinforcement Learning Tasks

Antti Keurulainen, Isak Westerlund, Ariel Kwiatkowski, Samuel Kaski, Alexander Ilin 2021 Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings

Learning to Assist Agents by Observing Them

Antti Keurulainen, Isak Westerlund, Samuel Kaski, Alexander Ilin 2021 Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings

Path-Link Graph Neural Network for IP Network Performance Prediction

Yangzhe Kong, Dmitry Petrov, Vilho Raisanen, Alexander Ilin 2021 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021)

Automating Privilege Escalation with Deep Reinforcement Learning

Kalle Kujanpää, Willie Victor, Alexander Ilin 2021 AISec 2021 - Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2021

A Relational Model for One-Shot Classification

Arturs Polis, Alexander Ilin 2021 ESANN 2021 proceedings

Regularizing Model-Based Planning with Energy-Based Models

Rinu Boney, Juho Kannala, Alexander Ilin 2020 Proceedings of the Conference on Robot Learning