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Diederik M. Roijers
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
Title
Cited by
Cited by
Year
A Survey of Multi-Objective Sequential Decision-Making
DM Roijers, P Vamplew, S Whiteson, R Dazeley
Journal of Artificial Intelligence Research, 2013
7722013
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
3072022
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher
ICML, 2019
1802019
Multi-objective deep reinforcement learning
H Mossalam, YM Assael, DM Roijers, S Whiteson
NIPS 2016 workshop on Deep Reinforcement Learning, 2016
1782016
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
1552020
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
1232019
Multi-Objective Decision Making
DM Roijers, S Whiteson
Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017
1122017
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
1072014
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
772022
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé
AAMAS, 2018
762018
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
752018
Time efficiency in optimization with a Bayesian-evolutionary algorithm
G Lan, JM Tomczak, DM Roijers, AE Eiben
Swarm and Evolutionary Computation 69, 100970, 2022
702022
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
682021
Computing convex coverage sets for faster multi-objective coordination
DM Roijers, S Whiteson, FA Oliehoek
Journal of Artificial Intelligence Research 52, 399-443, 2015
562015
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
512014
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
502021
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
482018
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
472018
Point-Based Planning for Multi-Objective POMDPs
DM Roijers, S Whiteson, FA Oliehoek
IJCAI, 2015
442015
Interactive Thompson Sampling for Multi-Objective Multi-Armed Bandits
DM Roijers, LM Zintgraf, A Nowé
Algorithmic Decision Theory (ADT), 2017
412017
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Articles 1–20