1. 2019
  2. A Virtual Maze Game to Explain Reinforcement Learning

    Coppens, Y., Bargiacchi, E. & Nowe, A., 8 Nov 2019, Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019) . Beuls, K., Bogaerts, B., Bontempi, G., Geurts, P., Harley, N., Lebichot, B., Lenaerts, T., Louppe, G. & Van Eecke, P. (eds.). CEUR Workshop Proceedings, Vol. 2491. 2 p.

    Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)Research

  3. Thompson Sampling for m-top Exploration

    Libin, P., Verstraeten, T., Roijers, D., Wang, W., Theys, K. & Nowe, A., 8 Nov 2019.

    Research output: Unpublished contribution to conferencePosterResearch

  4. Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands

    Röpke, W., Radulescu, R., Efthymiadis, K. & Nowe, A., 8 Nov 2019, Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019). Beuls, K., Bogaerts, B., Bontempi, G., Geurts, P., Harley, N., Lebichot, B., Lenaerts, T., Louppe, G. & Van Eecke, P. (eds.). CEUR Workshop Proceedings, Vol. 2491. 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  5. Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population

    Radulescu, R., Legrand, M., Efthymiadis, K., Roijers, D. & Nowe, A., 25 Sep 2019, Artificial Intelligence: 30th Benelux Conference, BNAIC 2018, ‘s-Hertogenbosch, The Netherlands, November 8–9, 2018, Revised Selected Papers. Atzmueller, M. & Duivesteijn, W. (eds.). Springer International Publishing, p. 90-105 (Communications in Computer and Information Science; vol. 1021).

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  6. Distilling Deep Reinforcement Learning Policies in Soft Decision Trees

    Coppens, Y., Efthymiadis, K., Lenaerts, T. & Nowe, A., 11 Aug 2019, Proceedings of the IJCAI 2019 Workshop on Explainable Artificial Intelligence. Miller, T., Weber, R. & Magazzeni, D. (eds.). p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

  7. Reinforcement Learning 101 with a Virtual Reality Game

    Coppens, Y., Bargiacchi, E. & Nowe, A., 11 Aug 2019, (Unpublished). 4 p.

    Research output: Unpublished contribution to conferenceUnpublished paperResearch

  8. Transfer Learning Across Simulated Robots With Different Sensors

    Plisnier, H., Steckelmacher, D., Roijers, D. & Nowe, A., 18 Jul 2019. 6 p.

    Research output: Unpublished contribution to conferenceUnpublished paperResearch

  9. Fleetwide data-enabled reliability improvement of wind turbines

    Verstraeten, T., Nowe, A., Keller, J., Guo, Y., Shen, S. & Helsen, J., Jul 2019, In : Renewable and Sustainable Energy Reviews. 109, p. 428-437 10 p.

    Research output: Contribution to journalArticleResearchpeer-review

  10. Predicting disease-causing variant combinations

    Papadimitriou, S., Gazzo, A., Versbraegen, N., Nachtegael, C., Aerts, J., Moreau, Y., Van Dooren, S., Nowé, A., Smits, G. & Lenaerts, T., 11 Jun 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 24, p. 11878-11887 10 p.

    Research output: Contribution to journalArticleResearchpeer-review

  11. Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

    Steckelmacher, D., Plisnier, H., Roijers, D. & Nowe, A., 8 Jun 2019, (Accepted/In press) Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer, 16 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperResearch

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