| 2018 | AAAI | Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees. | Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Now |
| 2015 | CEC | Risk-sensitivity through multi-objective reinforcement learning. | Kristof Van Moffaert, Tim Brys, Ann Now |
| 2015 | CEC | Online Distributed Voltage Control of an offshore MTdc network using reinforcement learning. | S. Rodrigues, Rodrigo Teixeira Pinto, Pavol Bauer, Tim Brys, Ann Now |
| 2015 | IJCAI | Encoding and Combining Knowledge to Speed up Reinforcement Learning. | Tim Brys |
| 2015 | IJCAI | Reinforcement Learning from Demonstration through Shaping. | Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Now |
| 2014 | AAAI | Reinforcement Learning on Multiple Correlated Signals. | Tim Brys, Ann Now |
| 2014 | AAAI | Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence. | Tim Brys, Ann Now, Daniel Kudenko, Matthew E. Taylor |
| 2014 | CEC | Designing reusable metaheuristic methods: A semi-automated approach. | Steven Adriaensen, Tim Brys, Ann Now |
| 2014 | ECAI | Using Ensemble Techniques and Multi-Objectivization to Solve Reinforcement Learning Problems. | Tim Brys, Matthew E. Taylor, Ann Now |
| 2014 | ECAI | Off-Policy Shaping Ensembles in Reinforcement Learning. | Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Now |
| 2014 | GECCO | Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic. | Steven Adriaensen, Tim Brys, Ann Now |
| 2014 | IJCNN | Multi-objectivization of reinforcement learning problems by reward shaping. | Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko, Ann Now |
| 2014 | IJCNN | A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning. | Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter R. Lewis, Ann Now |
| 2013 | CEC | Meta-Evolutionary Algorithms and recombination operators for satisfiability solving in fuzzy logics. | Tim Brys, Madalina M. Drugan, Ann Now |
| 2013 | GECCO | Solving satisfiability in fuzzy logics by mixing CMA-ES. | Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Now |
| 2013 | ICMLA | On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch. | Tim Brys, Kristof Van Moffaert, Kevin Van Vaerenbergh, Ann Now |
| 2012 | AAAI | Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination. | Tim Brys, Ann Now |
| 2011 | EUMAS | Local Coordination in Online Distributed Constraint Optimization Problems. | Tim Brys, Yann-Michal De Hauwere, Ann Now, Peter Vrancx |