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: Extended Abstract

    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. 2 p.

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

  4. 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, (Accepted/In press). 9 p.

    Research output: Unpublished contribution to conferenceUnpublished paper

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

    Radulescu, R., Mannion, P., Zhang, Y., Roijers, D. & Nowe, A., 25 Mar 2020, (Accepted/In press) In : The Knowledge Engineering Review.

    Research output: Contribution to journalArticle

  6. Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games

    Zhang, Y., Radulescu, R., Mannion, P., Roijers, D. & Nowe, A., 25 Mar 2020, (Accepted/In press) Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS. 9 p.

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

  7. Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighborhood Structures

    Verstraeten, T., Bargiacchi, E., Libin, P., Helsen, J., Roijers, D. & Nowe, A., 20 Mar 2020, (Accepted/In press) In : Scientific Reports - Nature. 14 p.

    Research output: Contribution to journalArticle

  8. Toll-based reinforcement learning for efficient equilibria in route choice

    De Oliveira Ramos, G., Castro da Silva, B., Radulescu, R., Bazzan, A. & Nowe, A., 5 Mar 2020, In : The Knowledge Engineering Review. 35, 23 p., e8.

    Research output: Contribution to journalArticle

  9. Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey: JAAMAS Track

    Radulescu, R., Mannion, P., Roijers, D. & Nowe, A., 1 Mar 2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020 . IFAAMAS

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

  10. Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games: Extended Abstract

    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. IFAAMAS

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

  11. 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. IFAAMAS

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

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