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Diederik M. Roijers
Diederik M. Roijers
Sonstige NamenDiederik Roijers
Senior Researcher @ Vrije Universiteit Brussel & Business Developer @ City of Amsterdam
Bestätigte E-Mail-Adresse bei ai.vub.ac.be - Startseite
Titel
Zitiert von
Zitiert von
Jahr
A Survey of Multi-Objective Sequential Decision-Making
DM Roijers, P Vamplew, S Whiteson, R Dazeley
Journal of Artificial Intelligence Research, 2013
8092013
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
3902022
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher
ICML, 2019
2052019
Multi-objective deep reinforcement learning
H Mossalam, YM Assael, DM Roijers, S Whiteson
NIPS 2016 workshop on Deep Reinforcement Learning, 2016
1902016
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
1672020
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
1402019
Multi-Objective Decision Making
DM Roijers, S Whiteson
Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017
1182017
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
1112014
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
922022
Time efficiency in optimization with a Bayesian-evolutionary algorithm
G Lan, JM Tomczak, DM Roijers, AE Eiben
Swarm and Evolutionary Computation 69, 100970, 2022
822022
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
792018
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé
AAMAS, 2018
772018
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
742021
Computing convex coverage sets for faster multi-objective coordination
DM Roijers, S Whiteson, FA Oliehoek
Journal of Artificial Intelligence Research 52, 399-443, 2015
612015
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
552014
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
512021
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
502018
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
502018
Point-Based Planning for Multi-Objective POMDPs
DM Roijers, S Whiteson, FA Oliehoek
IJCAI, 2015
462015
Quality Assessment of MORL Algorithms: A Utility-Based Approach
LM Zintgraf, TV Kanters, DM Roijers, FA Oliehoek, P Beau
BENELEARN, 2015
442015
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