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Diederik M. Roijers
Diederik M. Roijers
其他姓名Diederik Roijers
Senior Researcher @ Vrije Universiteit Brussel & Academic Liaison AI Research @ City of Amsterdam
在 ai.vub.ac.be 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A Survey of Multi-Objective Sequential Decision-Making
DM Roijers, P Vamplew, S Whiteson, R Dazeley
Journal of Artificial Intelligence Research, 2013
7282013
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
2632022
Multi-objective deep reinforcement learning
H Mossalam, YM Assael, DM Roijers, S Whiteson
NIPS 2016 workshop on Deep Reinforcement Learning, 2016
1692016
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
A Abels, DM Roijers, T Lenaerts, A Nowé, D Steckelmacher
ICML, 2019
1602019
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
1402020
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
1132019
Multi-Objective Decision Making
DM Roijers, S Whiteson
Synthesis Lectures on Artificial Intelligence and Machine Learning 11 (1), 1-129, 2017
1092017
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
1002014
Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
LM Zintgraf, DM Roijers, S Linders, CM Jonker, A Nowé
AAMAS, 2018
722018
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
712018
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
672021
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
612022
Time efficiency in optimization with a Bayesian-evolutionary algorithm
G Lan, JM Tomczak, DM Roijers, AE Eiben
Swarm and Evolutionary Computation 69, 100970, 2022
602022
Computing convex coverage sets for faster multi-objective coordination
DM Roijers, S Whiteson, FA Oliehoek
Journal of Artificial Intelligence Research 52, 399-443, 2015
532015
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
472014
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
462018
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
452021
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
432018
Point-Based Planning for Multi-Objective POMDPs
DM Roijers, S Whiteson, FA Oliehoek
IJCAI, 2015
432015
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
392016
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