1. 2020
  2. Fleet Control using Coregionalized Gaussian Process Policy Iteration

    Verstraeten, T., Libin, P. & Nowe, A., 8 Jun 2020, (Accepted/In press) the 24th European Conference on Artificial Intelligence (ECAI 2020).

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

  3. Thompson Sampling for Factored Multi-Agent Bandits

    Verstraeten, T., Bargiacchi, E., Libin, P., Roijers, D. & Nowe, A., 9 May 2020, (Accepted/In press) Autonomous Agents and Multi-Agent Systems.

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

  4. Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games

    Zhang, Y., Radulescu, R., Mannion, P., Roijers, D. & Nowe, A., 3 Feb 2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020.

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

  5. Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences

    De Oliveira Ramos, G., Radulescu, R., Nowe, A. & Tavares, A., 3 Feb 2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020.

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

  6. An interpretable semi-supervised classifier using two different strategies for amended self-labeling

    Grau, I., Sengupta, D., Garcia, M. M. & Nowe, A., 26 Jan 2020, arXiv, 36 p.

    Research output: Working paperResearch

  7. Reinforcement Learning for the Optimization of Scouting Runs and Retention Modeling in Liquid Chromatography

    Kensert, A., Collaerts, G., Efthymiadis, K., Desmet, G. & Cabooter, D., Jan 2020.

    Research output: Unpublished contribution to conferencePosterResearch

  8. 2019
  9. Representing Modifiable and Reusable Musical Content on the Web with Constrained Multi-Hierarchical Structures

    Thalmann, F., Wiggins, G. & Sandler, M., 20 Dec 2019, In : IEEE Transactions on Multimedia. 2019, 14 p.

    Research output: Contribution to journalArticleResearchpeer-review

  10. Accelerating Interactive Reinforcement Learning byHuman Advice for an Assembly Task by a Cobot

    De Winter, J., De Beir, A., El Makrini, I., Van De Perre, G., Nowe, A. & Vanderborght, B., 16 Dec 2019, In : Robotics. 8, 4, 16 p.

    Research output: Contribution to journalArticleResearchpeer-review

  11. Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey

    Radulescu, R., Mannion, P., Roijers, D. & Nowe, A., 9 Dec 2019, In : Autonomous Agents and Multi-Agent Systems. 34, 52 p., 10.

    Research output: Contribution to journalArticleResearchpeer-review

  12. 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 proceedingConference paperResearch

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