Diederik M. Roijers

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Nowe AnnGewoon hoogleraarVerified email at vub.be
Roxana RădulescuAssistant professor, Intelligent Systems, Utrecht UniversityVerified email at uu.nl
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
Patrick MannionLecturer Above the Bar / Assistant Professor in Computer Science, University of GalwayVerified email at universityofgalway.ie
Timothy VerstraetenPost-doctoral researcher in Computer Science, Vrije Universiteit BrusselVerified email at vub.be
Eugenio BargiacchiVrije Universiteit BrusselVerified email at ai.vub.ac.be
Conor F. HayesLawrence Livermore National LabVerified email at llnl.gov
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Peter VamplewProfessor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Richard DazeleyProfessor of Artificial Intelligence and Machine Learning, School of Information Technology, DeakinVerified email at deakin.edu.au
Mathieu ReymondMila - Quebec AI InstituteVerified email at mila.quebec
Enda HowleyHead of School of Computer Science, University of GalwayVerified email at nuigalway.ie
Denis SteckelmacherVrije Universiteit BrusselVerified email at ai.vub.ac.be
Luisa ZintgrafDeepMindVerified email at deepmind.com
Pieter LibinAssistant Professor, Vrije Universiteit BrusselVerified email at vub.be
Gabriel de Oliveira RamosUniversidade do Vale do Rio dos SinosVerified email at unisinos.br
Johan KällströmTechnical Fellow in Simulation-Based Training, Saab AeronauticsVerified email at saabgroup.com
Willem RöpkeVrije Universiteit BrusselVerified email at vub.be
Sander BakkesAssistant Professor, Utrecht UniversityVerified email at uu.nl
Fredrik HeintzProfessor of Computer Science, Linköping UniversityVerified email at liu.se

Diederik M. Roijers

Other namesDiederik Roijers

Senior Researcher @ Vrije Universiteit Brussel & Academic Liaison AI Research @ City of Amsterdam

Verified email at ai.vub.ac.be - Homepage

Multiple Objectives Reinforcement Learning Decision-Theoretic Planning Multi-agent Systems Machine Learning


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A Survey of Multi-Objective Sequential Decision-Making DM Roijers, P Vamplew, S Whiteson, R Dazeley Journal of Artificial Intelligence Research, 2013	739	2013
A practical guide to multi-objective reinforcement learning and planning CF Hayes, R Rădulescu, E Bargiacchi, J Källström, M Macfarlane, ... Autonomous Agents and Multi-Agent Systems Journal 36 (29), 1-59, 2022	272	2022
Multi-objective deep reinforcement learning H Mossalam, YM Assael, DM Roijers, S Whiteson NIPS 2016 workshop on Deep Reinforcement Learning, 2016	174	2016
Dynamic Weights in Multi-Objective Deep Reinforcement Learning A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher ICML, 2019	166	2019
Multi-objective multi-agent decision making: a utility-based analysis and survey R Rădulescu, P Mannion, DM Roijers, A Nowé Autonomous Agents and Multi-Agent Systems 34 (1), 10, 2020	144	2020
Coordination of electric vehicle charging through multiagent reinforcement learning FL Da Silva, CEH Nishida, DM Roijers, AHR Costa IEEE Transactions on Smart Grid 11 (3), 2347-2356, 2019	115	2019
Multi-Objective Decision Making DM Roijers, S Whiteson Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017	111	2017
Towards Personalised Gaming via Facial Expression Recognition PM Blom, S Bakkes, CT Tan, S Whiteson, DM Roijers, R Valenti, T Gevers Proceedings of Tenth AAAI Conference on Artificial Intelligence and …, 2014	103	2014
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé AAMAS, 2018	73	2018
Open-ended learning: a conceptual framework based on representational redescription S Doncieux, D Filliat, N Díaz-Rodríguez, T Hospedales, R Duro, A Coninx, ... Frontiers in neurorobotics 12, 59, 2018	72	2018
Deep learning-based energy disaggregation and on/off detection of household appliances J Jiang, Q Kong, MD Plumbley, N Gilbert, M Hoogendoorn, DM Roijers ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (3), 1-21, 2021	67	2021
Scalar reward is not enough: A response to Silver, Singh, Precup and Sutton (2021) P Vamplew, BJ Smith, J Kallstrom, G Ramos, R Radulescu, DM Roijers, ... Auton Agent Multi-Agent Syst 36, Article number 41, 2022	65	2022
Time efficiency in optimization with a Bayesian-evolutionary algorithm G Lan, JM Tomczak, DM Roijers, AE Eiben Swarm and Evolutionary Computation 69, 100970, 2022	65	2022
Computing convex coverage sets for faster multi-objective coordination DM Roijers, S Whiteson, FA Oliehoek Journal of Artificial Intelligence Research 52, 399-443, 2015	54	2015
Learning directed locomotion in modular robots with evolvable morphologies G Lan, M De Carlo, F van Diggelen, JM Tomczak, DM Roijers, AE Eiben Applied Soft Computing 111, 107688, 2021	48	2021
Linear Support for Multi-Objective Coordination Graphs DM Roijers, S Whiteson, FA Oliehoek Proc. of the 2014 Autonomous Agents and Multi-Agent Systems conference, 2014	48	2014
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems E Bargiacchi, T Verstraeten, DM Roijers, A Nowé, H Hasselt International Conference on Machine Learning, 491-499, 2018	47	2018
Multi-objective Reinforcement Learning for the Expected Utility of the Return DM Roijers, D Steckelmacher, A Nowé Adaptive Learning Agents (ALA) workshop at AAMAS/ICML/IJCAI 18, 2018	44	2018
Point-Based Planning for Multi-Objective POMDPs DM Roijers, S Whiteson, FA Oliehoek IJCAI, 2015	43	2015
Quality Assessment of MORL Algorithms: A Utility-Based Approach LM Zintgraf, TV Kanters, DM Roijers, FA Oliehoek, P Beau BENELEARN, 2015	40	2015

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