Articles with public access mandates - Diederik M. RoijersLearn more
Available somewhere: 39
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
Mandates: Fundação de Amparo à Pesquisa do Estado de São Paulo, Research Foundation …
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
Mandates: European Commission
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
Mandates: Fundação de Amparo à Pesquisa do Estado de São Paulo, US National Institutes …
Time efficiency in optimization with a Bayesian-evolutionary algorithm
G Lan, JM Tomczak, DM Roijers, AE Eiben
Swarm and Evolutionary Computation 69, 100970, 2022
Mandates: National Natural Science Foundation of China
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
Mandates: UK Engineering and Physical Sciences Research Council, UK Economic and …
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
Mandates: Research Foundation (Flanders)
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
Mandates: Research Foundation (Flanders)
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
Mandates: Netherlands Organisation for Scientific Research
Structure in the Value Function of Two-Player Zero-Sum Games of Incomplete Information
AJ Wiggers, FA Oliehoek, DM Roijers
ECAI, 2016
Mandates: Netherlands Organisation for Scientific Research
Multi-Agent Thompson Sampling for Bandit Applications with Sparse neighbourhood Structures
T Verstraeten, E Bargiacchi, PJK Libin, J Helsen, DM Roijers, A Nowé
Scientific Reports 10 (1), 1-13, 2020
Mandates: Research Foundation (Flanders)
Actor-Critic Multi-Objective Reinforcement Learning for Non-Linear Utility Functions
M Reymond, C Hayes, DM Roijers, D Steckelmacher, A Nowé
Autonomous Agents and Multi-Agent Systems 37 (2), 23, 2023
Mandates: Research Foundation (Flanders)
Bayesian best-arm identification for selecting influenza mitigation strategies
PJK Libin, T Verstraeten, DM Roijers, J Grujic, K Theys, P Lemey, A Nowé
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
Mandates: Research Foundation (Flanders)
Reinforcement learning in POMDPs with memoryless options and option-observation initiation sets
D Steckelmacher, DM Roijers, A Harutyunyan, P Vrancx, H Plisnier, ...
AAAI, 2018
Mandates: Research Foundation (Flanders)
Balancing Relevance Criteria through Multi-Objective Optimization
J van Doorn, D Odijk, DM Roijers, M de Rijke
SIGIR, 2016
Mandates: Netherlands Organisation for Scientific Research, Royal Netherlands Academy …
Opponent learning awareness and modelling in multi-objective normal form games
R Rădulescu, T Verstraeten, Y Zhang, P Mannion, DM Roijers, A Nowé
Neural Computing and Applications, 1-23, 2022
Mandates: Research Foundation (Flanders)
AI-Toolbox: A C++ library for reinforcement learning and planning (with Python bindings)
E Bargiacchi, DM Roijers, A Nowé
Journal of Machine Learning Research 21 (102), 1-12, 2020
Mandates: Research Foundation (Flanders)
Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits for Any Utility Function
DM Roijers, LM Zintgraf, P Libin, A Nowé
Adaptive Learning Agents (ALA) workshop at AAMAS/ICML/IJCAI 8, 2018
Mandates: Research Foundation (Flanders)
Cooperative Prioritized Sweeping.
E Bargiacchi, T Verstraeten, DM Roijers
AAMAS, 160-168, 2021
Mandates: Research Foundation (Flanders)
Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models
DM Roijers, LM Zintgraf, P Libin, M Reymond, E Bargiacchi, A Nowé
ECML-PKDD 2020, 2020
Mandates: Research Foundation (Flanders)
On nash equilibria in normal-form games with vectorial payoffs
W Röpke, DM Roijers, A Nowé, R Rădulescu
Autonomous Agents and Multi-Agent Systems 36 (2), 53, 2022
Mandates: Research Foundation (Flanders)
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