Kristof Van Moffaert

Computer Science · Physical Sciences

8h-index962citations23works0.02yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Multi-Objective Optimization Algorithms(12), Smart Grid Energy Management(7), Metaheuristic Optimization Algorithms Research(4), Reinforcement Learning in Robotics(4), Advanced Control Systems Optimization(4)

Publications23 total

Multi-Objective Reinforcement Learning For Sequential Decision Making Problems
2016· 1 citedOpen Access
A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating
2015
SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers
Adaptive Agents and Multi-Agents Systems·2015· 24 cited
Risk-sensitivity through multi-objective reinforcement learning
2015· 5 cited
SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers (Demonstration)
2015· 2 cited
Scalarized Multi-Objective Reinforcement Learning: Novel Design Techniques
TU/e Research Portal (Eindhoven University of Technology)·2014
Multi-objective χ-Armed bandits
2014· 6 cited
A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning
2014· 31 cited
Adaptive objective selection for correlated objectives in multi-objective reinforcement learning
Adaptive Agents and Multi-Agents Systems·2014· 3 cited
NRGcoin: Virtual currency for trading of renewable energy in smart grids
2014· 251 cited
NRG-X-Change - A Novel Mechanism for Trading of Renewable Energy in Smart Grids
2014· 65 citedOpen Access
Adaptive Objective Selection for Correlated Objectives in Multi-Objective Reinforcement Learning (Extended Abstract)
2014
Multi-objective reinforcement learning using sets of pareto dominating policies
Journal of Machine Learning Research·2014· 238 cited
On the Behaviour of Scalarization Methods for the Engagement of a Wet Clutch
2013· 13 cited
Scalarized multi-objective reinforcement learning: Novel design techniques (abstract)
Research Repository (Delft University of Technology)·2013Open Access
Scalarized multi-objective reinforcement learning: Novel design techniques
2013· 245 cited
Networks as a tool to save energy while keeping up general user comfort in buildings
2013· 2 cited
Learning from Conflicting MDP and Human Reinforcements
VUBIR (Vrije Universiteit Brussel)·2013
Hypervolume-Based Multi-Objective Reinforcement Learning
Lecture notes in computer science·2013· 71 cited
Multi-objective reinforcement learning
VUBIR (Vrije Universiteit Brussel)·2013· 1 cited
page 1 of 2Next →

Frequent Co-authors

Ann Nowé(22), Mădălina M. Drugan(5), Tim Brys(5), Peter Vrancx(5), Yann-Michaël De Hauwere(5), Mihail Mihaylov(4), Sergio Jurado(4), Narcís Avellana(4), Kevin Van Vaerenbergh(3), Iván S. Razo-Zapata(2), Leticia Arco(2), Maite Bezunartea(2), Isel Grau(2), Adrian Cañadas(2), Matthew E. Taylor(2), Ildefons Magrans de Abril(1), Arjun Chandra(1), Lukas Esterle(1), Peter R. Lewis(1), J.W.H.M. Uiterwijk(1)