Alexander Ilin

    • Aalto SCI Computer Science Konemiehentie 2

    20032021

    Research activity per year

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    Personal profile

    Expertise related to UN Sustainable Devlopment Goals

    In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

    • SDG 7 - Affordable and Clean Energy
    • SDG 13 - Climate Action

    Education/Academic qualification

    Doctoral degree, Engineering and Technology, Helsinki University of Technology

    Award Date: 6 Nov 2006

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    • Behaviour-Conditioned Policies for Cooperative Reinforcement Learning Tasks

      Keurulainen, A., Westerlund, I., Kwiatkowski, A., Kaski, S. & Ilin, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). p. 493-504 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12894 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    • Learning to Assist Agents by Observing Them

      Keurulainen, A., Westerlund, I., Kaski, S. & Ilin, A., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). p. 519-530 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12894 LNCS).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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

      Boney, R., Ilin, A., Kannala, J. & Seppanen, J., 2021, (E-pub ahead of print) In: IEEE Transactions on Games. 11 p.

      Research output: Contribution to journalArticleScientificpeer-review

      Open Access
    • Path-Link Graph Neural Network for IP Network Performance Prediction

      Kong, Y., Petrov, D., Raisanen, V. & Ilin, A., 17 May 2021, 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021). Ahmed, T., Festor, O., Ghamri-Doudane, Y., Kang, J-M., Schaeffer-Filho, A. E., Lahmadi, A. & Madeira, E. (eds.). IEEE, p. 170-177 8 p. 9464050

      Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

      Open Access
      File
      1 Downloads (Pure)
    • An LSTM model for power grid loss prediction

      Tulensalo, J., Seppänen, J. & Ilin, A., Dec 2020, In: Electric Power Systems Research. 189, p. 1-4 4 p., 106823.

      Research output: Contribution to journalArticleScientificpeer-review

      File
      1 Citation (Scopus)
      1 Downloads (Pure)