Tim Brys
TitleCited byYear
Reinforcement learning from demonstration through shaping
T Brys, A Harutyunyan, HB Suay, S Chernova, ME Taylor, A Now
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
792015
Multi-Objectivization of Reinforcement Learning Problems by Reward Shaping
T Brys, A Harutyunyan, P Vrancx, ME Taylor, D Kudenko, A Now
International Joint Conference on Neural Networks, 2014
412014
Distributed learning and multi-objectivity in traffic light control
T Brys, TT Pham, ME Taylor
Connection Science 26 (1), 65-83, 2014
362014
Learning from demonstration for shaping through inverse reinforcement learning
HB Suay, T Brys, ME Taylor, S Chernova
Proceedings of the 2016 International Conference on Autonomous Agents…, 2016
312016
Policy transfer using reward shaping
T Brys, A Harutyunyan, ME Taylor, A Now
Proceedings of the 2015 International Conference on Autonomous Agents and…, 2015
272015
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 Now
2014 International Joint Conference on Neural Networks (IJCNN), 2306-2314, 2014
192014
Combining multiple correlated reward and shaping signals by measuring confidence
T Brys, A Now, D Kudenko, ME Taylor
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
192014
Shaping mario with human advice
A Harutyunyan, T Brys, P Vrancx, A Now
Proceedings of the 2015 International Conference on Autonomous Agents and…, 2015
152015
Learning Coordinated Traffic Light Control
TT Pham, T Brys, ME Taylor
Adaptive Learning Agents Workshop at AAMAS 2013, 2013
132013
Fair-Share ILS: A Simple State-of-the-art Iterated Local Search Hyperheuristic.
S Adriaensen, T Brys, A Now
Genetic and Evolutionary Computation Conference (GECCO-14), 2014
122014
Designing reusable metaheuristic methods: A semi-automated approach
S Adriaensen, T Brys, A Now
2014 IEEE congress on evolutionary computation (CEC), 2969-2976, 2014
112014
Multi-objectivization and ensembles of shapings in reinforcement learning
T Brys, A Harutyunyan, P Vrancx, A Now, ME Taylor
Neurocomputing 263, 48-59, 2017
102017
On the behaviour of scalarization methods for the engagement of a wet clutch
T Brys, K Van Moffaert, K Van Vaerenbergh, A Now
2013 12th International Conference on Machine Learning and Applications 1…, 2013
102013
Using PCA to efficiently represent state spaces
W Curran, T Brys, M Taylor, W Smart
arXiv preprint arXiv:1505.00322, 2015
92015
Solving Satisfiability in Fuzzy Logics by Mixing CMA-ES
T Brys, MM Drugan, PAN Bosman, M De Cock, A Now
Genetic and Evolutionary Computation Conference (GECCO-13), 2013
92013
Reinforcement Learning with Heuristic Information
T Brys
Vrije Universiteit Brussel, 2016
72016
Dimensionality reduced reinforcement learning for assistive robots
W Curran, T Brys, D Aha, M Taylor, WD Smart
2016 AAAI Fall Symposium Series, 2016
72016
Off-policy shaping ensembles in reinforcement learning
A Harutyunyan, T Brys, P Vrancx, A Now
arXiv preprint arXiv:1405.5358, 2014
62014
Adapting to concept drift in credit card transaction data streams using contextual bandits and decision trees
DJNJ Soemers, T Brys, K Driessens, MHM Winands, A Now
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
52018
Local Search and Restart Strategies for Satisfiability Solving in Fuzzy Logics
T Brys, MM Drugan, PAN Bosman, M De Cock, A Now
Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI-13), 2013
52013
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Articles 1–20