Kristof Van Moffaert

Publication Activity (10 Years)

Years Active: 2013-2015
Publications (10 Years): 3

Top Topics

Reinforcement Learning

Renewable Energy

Multiobjective Optimization

Top Venues

Publications

Kristof Van Moffaert, Tim Brys, Ann Nowé
Risk-sensitivity through multi-objective reinforcement learning. CEC (2015)
Mihail Mihaylov, Sergio Jurado, Narcís Avellana, Iván S. Razo-Zapata, Kristof Van Moffaert, Leticia Arco, Maite Bezunartea, Isel Grau, Adrian Cañadas, Ann Nowé
SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers. AAMAS (2015)
Kevin Van Vaerenbergh, Yann-Michaël De Hauwere, Bruno Depraetere, Kristof Van Moffaert, Ann Nowé
A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating. SSCI (2015)
Tim Brys, Kristof Van Moffaert, Ann Nowé, Matthew E. Taylor
Adaptive objective selection for correlated objectives in multi-objective reinforcement learning. AAMAS (2014)
Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx, Ann Nowé
Multi-objective χ-Armed bandits. IJCNN (2014)
Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter R. Lewis, Ann Nowé
A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning. IJCNN (2014)
Kristof Van Moffaert, Ann Nowé
Multi-objective reinforcement learning using sets of pareto dominating policies. J. Mach. Learn. Res. 15 (1) (2014)
Mihail Mihaylov, Sergio Jurado, Kristof Van Moffaert, Narcís Avellana, Ann Nowé
NRG-X-Change - A Novel Mechanism for Trading of Renewable Energy in Smart Grids. SMARTGREENS (2014)
Yann-Michaël De Hauwere, Kristof Van Moffaert, Paul-Armand Verhaegen, Ann Nowé
Networks as a tool to save energy while keeping up general user comfort in buildings. LANMAN (2013)
Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé
Scalarized multi-objective reinforcement learning: Novel design techniques. ADPRL (2013)
Kristof Van Moffaert, Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé
Reinforcement Learning for Multi-purpose Schedules. ICAART (2) (2013)
Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé
Hypervolume-Based Multi-Objective Reinforcement Learning. EMO (2013)
Tim Brys, Kristof Van Moffaert, Kevin Van Vaerenbergh, Ann Nowé
On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch. ICMLA (1) (2013)