| Multi-objective reinforcement learning using sets of pareto dominating policies K Van Moffaert, A Nowé The Journal of Machine Learning Research 15 (1), 3483-3512, 2014 | 389 | 2014 |
| NRGcoin: Virtual currency for trading of renewable energy in smart grids M Mihaylov, S Jurado, N Avellana, K Van Moffaert, IM de Abril, A Nowé 11th International conference on the European energy market (EEM14), 1-6, 2014 | 341 | 2014 |
| Scalarized multi-objective reinforcement learning: Novel design techniques K Van Moffaert, MM Drugan, A Nowé 2013 IEEE symposium on adaptive dynamic programming and reinforcement …, 2013 | 298 | 2013 |
| NRG-X-Change A Novel Mechanism for Trading of Renewable Energy in Smart Grids M Mihaylov, S Jurado, K Van Moffaert, N Avellana, A Nowé 3rd International Conference on Smart Grids and Green IT Systems, 101-106, 2014 | 102 | 2014 |
| Hypervolume-based multi-objective reinforcement learning K Van Moffaert, MM Drugan, A Nowé Evolutionary Multi-Criterion Optimization: 7th International Conference, EMO …, 2013 | 93 | 2013 |
| A Novel Adaptive Weight Selection Algorithm for Multi-Objective Multi-Agent Reinforcement Learning K Van Moffaert, T Brys, A Chandra, L Esterle, PR Lewis, A Nowé Proceedings of the 2014 IEEE World Congress on Computational Intelligence, 2014 | 40 | 2014 |
| SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers. M Mihaylov, S Jurado, N Avellana, IS Razo-Zapata, K Van Moffaert, ... AAMAS 15, 1917-1918, 2015 | 39 | 2015 |
| Multi-Objective X-Armed Bandits K Van Moffaert, K Van Vaerenbergh, P Vrancx, A Nowé World Congress on Computational Intelligence (WCCI), 2014 | 20* | 2014 |
| On the behaviour of scalarization methods for the engagement of a wet clutch T Brys, K Van Moffaert, K Van Vaerenbergh, A Nowé 2013 12th international conference on machine learning and applications 1 …, 2013 | 17 | 2013 |
| Multi-criteria reinforcement learning for sequential decision making problems K Van Moffaert Ph. D. thesis, Vrije Universiteit Brussel, 2016 | 13 | 2016 |
| Risk-Sensitivity Through Multi-Objective Reinforcement Learning K Van Moffaert, T Brys, A Nowé Evolutionary Computation (CEC), 2015 IEEE Congress on, 1746 - 1753, 2015 | 7 | 2015 |
| Learning sets of Pareto optimal policies K Van Moffaert, MM Drugan, A Nowé Thirteenth International Conference on Autonomous Agents and Multiagent …, 2014 | 6 | 2014 |
| Adaptive objective selection for correlated objectives in multi-objective reinforcement learning T Brys, K Van Moffaert, A Nowé, ME Taylor Proceedings of the 2014 international conference on Autonomous agents and …, 2014 | 5 | 2014 |
| Efficient Weight Space Search in Multi-Objective Reinforcement Learning K Van Moffaert, T Brys, A Nowé Relatório técnico, Vrije Universiteit Brussel, 2014 | 5 | 2014 |
| Reinforcement Learning for Energy-Reducing Start-Up Schemes K Van Moffaert, YM De Hauwere, P Vrancx, A Nowé Proceedings of the 24th Benelux Conference on Artificial Intelligence, 2012 | 4 | 2012 |
| Multi-objective reinforcement learning A Nowe, K Van Moffaert, M Drugan European Workshop on Reinforcement Learning, 2013 | 3 | 2013 |
| Networks as a tool to save energy while keeping up general user comfort in buildings YM De Hauwere, K Van Moffaert, PA Verhaegen, A Nowé 2013 19th IEEE Workshop on Local & Metropolitan Area Networks (LANMAN), 1-6, 2013 | 2 | 2013 |
| A learning approach to the school bus routing problem K Van Moffaert, B Van Vreckem, M Mihaylov, A Nowé Proc. of the 23rd Benelux Conference on Artificial Intelligence (BNAIC …, 2011 | 2 | 2011 |
| A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating K Van Vaerenbergh, YM De Hauwere, B Depraetere, K Van Moffaert, ... 2015 IEEE Symposium Series on Computational Intelligence, 556-563, 2015 | 1 | 2015 |
| NRG-X-Change M Mihaylov, S Jurado, K Van Moffaert, N Avellana, A Nowé Proceedings of the 3rd International Conference on Smart Grids and Green IT …, 0 | 1 | |
