Research output per year
Research output per year
Search results
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2024
Controller Synthesis from Deep Reinforcement Learning Policies
Delgrange, F., Avni, G., Lukina, A., Schilling, C., Nowe, A. & Pérez, G. A., 20 Oct 2024, p. 1-25. 25 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
Controller Synthesis from Deep Reinforcement Learning Policies
Delgrange, F., Avni, G., Lukina, A., Schilling, C., Nowe, A. & Pérez, G. A., 28 Oct 2024.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
Model-Based Reinforcement Learning in Multi-Objective Environments with a Distributional Critic
Röpke, W., Roijers, D. M., Nowé, A., Radulescu, R. & Baier, H., Oct 2024.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
2023
A Deep Multi-Objective Reinforcement Learning Approach for Infrastructural Maintenance Planning with Non-Linear Utility Functions
Van Remmerden, J., Kenter, M., Roijers, D. M., Zhang, Y., Andriotis, C. & Bukhsh, Z., 1 Oct 2023. 8 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
Fairness in Transport Network Design - A Multi-Objective Reinforcement Learning Approach
Michailidis, D., Röpke, W., Ghebreab, S., Roijers, D. M. & Santos, F. P., 29 May 2023. 7 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
2022
Commitment and Cyclic Strategies in Multi-Objective Games
Röpke, W., Radulescu, R., Nowe, A. & Roijers, D. M., 2022, (Unpublished). 9 p.Research output: Unpublished contribution to conference › Unpublished paper
File86 Downloads (Pure) -
Training Graph Neural Networks with Policy Gradients to Perform Tree Search
Macfarlane, M., Roijers, D. M. & van Hoof, H., Dec 2022. 12 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
2021
Communication Strategies in Multi-Objective Normal-Form Games
Röpke, W., Radulescu, R., Roijers, D. M. & Nowe, A., 3 May 2021. 9 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile123 Downloads (Pure) -
On Following Pareto-Optimal Policies in Multi-Objective Planning and Reinforcement Learning
Roijers, D. M., Röpke, W., Nowe, A. & Radulescu, R., 14 Jul 2021. 8 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile251 Downloads (Pure) -
On Nash Equilibria for Multi-Objective Normal Form Games under Scalarised Expected Returns versus Expected Scalarised Returns
Röpke, W., Roijers, D. M., Nowe, A. & Radulescu, R., 14 Jul 2021. 6 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile67 Downloads (Pure) -
Sample-Efficient Reinforcement Learning for Continuous Actions with Continuous BDPI
Steckelmacher, D., Plisnier, H. & Nowe, A., 2021. 6 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile149 Downloads (Pure) -
2020
Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning
Coppens, Y., Steckelmacher, D., Jonker, C. M. & Nowe, A., 4 Sep 2020. 16 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile94 Downloads (Pure) -
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 conference › Unpublished paper
Open AccessFile59 Downloads (Pure)