Kristof Van Moffaert

According to our database, Kristof Van Moffaert authored at least 13 papers between 2013 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating.

Kevin Van Vaerenbergh, Yann-Michaël De Hauwere, Bruno Depraetere, Kristof Van Moffaert, Ann Nowé

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Risk-sensitivity through multi-objective reinforcement learning.

Kristof Van Moffaert, Tim Brys, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers.

Mihail Mihaylov, Sergio Jurado, Narcís Avellana, Iván S. Razo-Zapata, Kristof Van Moffaert, Leticia Arco, Maite Bezunartea, Isel Grau, Adrian Cañadas, Ann Nowé

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Multi-objective reinforcement learning using sets of pareto dominating policies.

Kristof Van Moffaert, Ann Nowé

J. Mach. Learn. Res., 2014

NRG-X-Change - A Novel Mechanism for Trading of Renewable Energy in Smart Grids.

Mihail Mihaylov, Sergio Jurado, Kristof Van Moffaert, Narcís Avellana, Ann Nowé

Proceedings of the SMARTGREENS 2014, 2014

Multi-objective χ-Armed bandits.

Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx, Ann Nowé

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

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 Nowé

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Adaptive objective selection for correlated objectives in multi-objective reinforcement learning.

Tim Brys, Kristof Van Moffaert, Ann Nowé, Matthew E. Taylor

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013

Networks as a tool to save energy while keeping up general user comfort in buildings.

Yann-Michaël De Hauwere, Kristof Van Moffaert, Paul-Armand Verhaegen, Ann Nowé

Proceedings of the 19th IEEE Workshop on Local & Metropolitan Area Networks, 2013

On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch.

Tim Brys, Kristof Van Moffaert, Kevin Van Vaerenbergh, Ann Nowé

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Reinforcement Learning for Multi-purpose Schedules.

Kristof Van Moffaert, Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

Proceedings of the ICAART 2013, 2013

Hypervolume-Based Multi-Objective Reinforcement Learning.

Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Scalarized multi-objective reinforcement learning: Novel design techniques.

Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé

Proceedings of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2013