Follow
Diederik M. Roijers
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
5182013
Multi-objective deep reinforcement learning
H Mossalam, YM Assael, DM Roijers, S Whiteson
NIPS 2016 workshop on Deep Reinforcement Learning, 2016
992016
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
822014
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
732020
Multi-Objective Decision Making
DM Roijers, S Whiteson
Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017
682017
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher
ICML, 2019
622019
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
502018
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
472019
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé
AAMAS, 2018
432018
Computing convex coverage sets for faster multi-objective coordination
DM Roijers, S Whiteson, FA Oliehoek
Journal of Artificial Intelligence Research 52, 399-443, 2015
422015
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
402022
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
392014
Point-Based Planning for Multi-Objective POMDPs
DM Roijers, S Whiteson, FA Oliehoek
IJCAI, 2015
372015
Bounded approximations for linear multi-objective planning under uncertainty
DM Roijers, J Scharpff, MT Spaan, FA Oliehoek, M de Weerdt, S Whiteson
ICAPS, 2014
362014
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
332021
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
322016
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
302018
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
282018
Directed Locomotion for Modular Robots with Evolvable Morphologies
G Lan, M Jelisavcic, DM Roijers, E Haasdijk, AE Eiben
PPSN, 2018
282018
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
282013
The system can't perform the operation now. Try again later.
Articles 1–20