Diederik M. Roijers

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Nowe AnnGewoon hoogleraarVerified email at vub.be
Shimon WhitesonProfessor of Computer Science, University of Oxford / Head of Research, Waymo UKVerified email at cs.ox.ac.uk
Roxana RădulescuPost-doctoral researcher in Computer Science, Vrije Universiteit BrusselVerified email at vub.be
Patrick MannionLecturer Above the Bar / Assistant Professor in Computer Science, NUI GalwayVerified email at nuigalway.ie
Timothy VerstraetenPost-doctoral researcher in Computer Science, Vrije Universiteit BrusselVerified email at vub.ac.be
Frans A. OliehoekAssociate Professor at Delft University of TechnologyVerified email at tudelft.nl
Eugenio BargiacchiVrije Universiteit BrusselVerified email at ai.vub.ac.be
Denis SteckelmacherVrije Universiteit BrusselVerified email at ai.vub.ac.be
Peter VamplewAssociate Professor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Richard DazeleyAssociate Professor, School of Information Technology, Deakin UniversityVerified email at deakin.edu.au
Luisa M ZintgrafUniversity of OxfordVerified email at cs.ox.ac.uk
Conor F. HayesNational University of Ireland GalwayVerified email at nuigalway.ie
Sander BakkesAssistant Professor, Utrecht UniversityVerified email at uu.nl
Pieter LibinAssistant Professor, Vrije Universiteit BrusselVerified email at vub.be
Enda HowleyNational University of Ireland GalwayVerified email at nuigalway.ie
Mathieu ReymondVrije Universiteit BrusselVerified email at vub.be
Matthijs T. J. SpaanDelft University of TechnologyVerified email at tudelft.nl
Gongjin LanSouthern University of Science and Technology / VU University AmsterdamVerified email at sustech.edu.cn
Joris ScharpffDelft University of TechnologyVerified email at tudelft.nl
Mathijs de WeerdtAssociate Professor of Computer Science, Delft University of TechnologyVerified email at tudelft.nl

Diederik M. Roijers

Vrije Universiteit Brussel (VUB) & HU University of Applied Sciences Utrecht

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	493	2013
Multi-objective deep reinforcement learning H Mossalam, YM Assael, DM Roijers, S Whiteson NIPS 2016 workshop on Deep Reinforcement Learning, 2016	92	2016
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	79	2014
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), 1-52, 2020	65	2020
Multi-Objective Decision Making DM Roijers, S Whiteson Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017	62	2017
Dynamic Weights in Multi-Objective Deep Reinforcement Learning A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher ICML, 2019	55	2019
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	46	2018
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	42	2019
Computing convex coverage sets for faster multi-objective coordination DM Roijers, S Whiteson, FA Oliehoek Journal of Artificial Intelligence Research 52, 399-443, 2015	41	2015
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé AAMAS, 2018	40	2018
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	37	2014
Point-Based Planning for Multi-Objective POMDPs DM Roijers, S Whiteson, FA Oliehoek IJCAI, 2015	36	2015
Bounded approximations for linear multi-objective planning under uncertainty DM Roijers, J Scharpff, MT Spaan, FA Oliehoek, M de Weerdt, S Whiteson ICAPS, 2014	35	2014
Solving transition-independent multi-agent MDPs with sparse interactions J Scharpff, D Roijers, F Oliehoek, M Spaan, M de Weerdt Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016	32	2016
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	29	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	28	2018
Computing Convex Coverage Sets for Multi-Objective Coordination Graphs DM Roijers, S Whiteson, FA Oliehoek ADT 2013: Proceedings of the Third International Conference on Algorithmic …, 2013	27	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	26	2022
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	24	2021
Directed Locomotion for Modular Robots with Evolvable Morphologies G Lan, M Jelisavcic, DM Roijers, E Haasdijk, AE Eiben PPSN, 2018	24	2018

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