Researcher
Diederik M. Roijers
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Adaptive agents and intelligent robotics, Machine learning and decision making, Neural, evolutionary and fuzzy computation
Affiliations
- Artificial Intelligence (Research group)
Member
From1 Oct 2016 → Today - Informatics and Applied Informatics (Department)
Member
From15 May 2020 → Today - Informatics and Applied Informatics (Department)
Member
From1 Oct 2016 → 20 Oct 2022 - Informatics and Applied Informatics (Department)
Member
From1 Oct 2016 → 14 May 2020
Publications
1 - 10 of 51
- Controlling large scale multi-agent environments with model-based reinforcement learning(2024)
Authors: Eugenio Bargiacchi, Ann Nowe, Diederik M. Roijers
Number of pages: 150 - What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization(2023)Series: IJCAI International Joint Conference on Artificial Intelligence
Authors: Zuzanna Osika, Jazmin Zatarain Salazar, Diederik M. Roijers, Frans A. Oliehoek, Pradeep Murukannaiah
Pages: 6741-6749Number of pages: 9 - Bridging the Gap Between Single and Multi Objective Games(2023)
Authors: Willem Röpke, Carla Groenland, Roxana Radulescu, Ann Nowe, Diederik M. Roijers
Pages: 224-232Number of pages: 9 - A Brief Guide to Multi-Objective Reinforcement Learning and Planning(2023)Series: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMASVolume: 2023-May
Authors: Conor F. Hayes, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, et al.
Pages: 1988-1990Number of pages: 3 - Scalar reward is not enough(2023)Series: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
Authors: Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel De Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J K Libin, et al.
Pages: 839-841Number of pages: 3 - A Study of Nash Equilibria in Multi-Objective Normal-Form Games(2023)
Authors: Willem Röpke, Diederik M. Roijers, Ann Nowe, Roxana Radulescu
Pages: 269-271Number of pages: 3 - On Nash Equilibria in Normal-Form Games With Vectorial Payoffs(2022)
Authors: Willem Röpke, Diederik M. Roijers, Ann Nowe, Roxana Radulescu
- Preference Communication in Multi-Objective Normal-Form Games(2022)
Authors: Willem Röpke, Diederik M. Roijers, Ann Nowe, Roxana Radulescu
- Scalar reward is not enough(2022)
Authors: Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel De Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J K Libin, et al.
Pages: 1-19 - Near On-Policy Experience Sampling in Multi-Objective Reinforcement Learning(2022)Series: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
Authors: Shang Wang, Mathieu Reymond, Athirai A. Irissappane, Diederik M. Roijers
Pages: 1756-1758Number of pages: 3