1. 2020
  2. Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures

    Verstraeten, T., Bargiacchi, E., Libin, P., Helsen, J., Roijers, D. M. & Nowe, A., 19 Nov 2020, Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). Cao, L., Kosters, W. & Lijffijt, J. (eds.). CEUR Workshop Proceedings, p. 394-395 2 p.

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

  3. Recent Advances in Multi-Objective Multi-Agent Decision Making

    Radulescu, R., Mannion, P., Roijers, D. M. & Nowe, A., 19 Nov 2020, Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). Cao, L., Kosters, W. & Lijffijt, J. (eds.). p. 392-394 2 p.

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

  4. Thompson Sampling for Factored Multi-Agent Bandits

    Verstraeten, T., Bargiacchi, E., Libin, P., Roijers, D. & Nowe, A., 31 May 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems. IFAAMAS, 2 p.

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

  5. Thompson Sampling for Loosely-Coupled Multi-Agent Systems: An Application to Wind Farm Control

    Verstraeten, T., Bargiacchi, E., Libin, P., Roijers, D. & Nowe, A., 9 May 2020. 9 p.

    Research output: Unpublished contribution to conferenceUnpublished paper

  6. AI-toolbox: A C++ library for reinforcement learning and planning (with Python Bindings)

    Bargiacchi, E., Roijers, D. M. & Nowé, A., 1 May 2020, In : Journal of Machine Learning Research. 21, 102, p. 1-12 12 p.

    Research output: Contribution to journalArticle

  7. Coordination of Electric Vehicle Charging through Multiagent Reinforcement Learning

    da Silva, F. L., Nishida, C. E. H., Roijers, D. & Reali Costa, A. H., May 2020, In : IEEE Transactions on Smart Grid. 11, 3, p. 2347-2356 10 p.

    Research output: Contribution to journalArticle

  8. Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

    Verstraeten, T., Bargiacchi, E., Libin, P., Helsen, J., Roijers, D. & Nowe, A., 21 Apr 2020, In : Scientific Reports - Nature. 10, 1, 14 p., 6728.

    Research output: Contribution to journalArticle

  9. Avatars of a Feather Flock Together: Gender Homophily in Online Video Games Revealed via Exponential Random Graph (ERG) Modeling

    Zhang, S., Bakkes, S., Roijers, D. & Spronck, P., Mar 2020, In : IEEE Transactions on Games. 12, 1, p. 86-100 15 p.

    Research output: Contribution to journalArticle

  10. A Utility-Based Analysis of Equilibria in Multi-Objective Normal Form Games

    Radulescu, R., Mannion, P., Zhang, Y., Roijers, D. & Nowe, A., 2020, In : The Knowledge Engineering Review. 35, 21 p., e32.

    Research output: Contribution to journalArticle

  11. DCRAC: Deep Conditioned Recurrent Actor-Critic for Multi-Objective Partially Observable Environments

    Nian, X., Irissappane, A. A. & Roijers, D. M., 2020, AAMAS 2020: Proceedings of the Nineteenth International Joint Conference on Autonomous Agents and Multi-Agent Systems. IFAAMAS, p. 931–938

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

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