Katja Verbeeck

Publication Activity (10 Years)

Years Active: 1998-2015
Publications (10 Years): 0

Top Topics

Hyper Heuristics

Learning Process

Condition Action Rules

Project Scheduling

Top Venues

Eng. Appl. Artif. Intell.

Publications

Tony Wauters, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
A learning-based optimization approach to multi-project scheduling. J. Sched. 18 (1) (2015)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
An investigation on the generality level of selection hyper-heuristics under different empirical conditions. Appl. Soft Comput. 13 (7) (2013)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
A new hyper-heuristic as a general problem solver: an implementation in HyFlex. J. Sched. 16 (3) (2013)
Joris Maervoet, Pascal Brackman, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
Tour Suggestion for Outdoor Activities. W2GIS (2013)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
The Effect of the Set of Low-Level Heuristics on the Performance of Selection Hyper-heuristics. PPSN (2) (2012)
Tony Wauters, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
Fast Permutation Learning. LION (2012)
Tony Wauters, Katja Verbeeck, Paul Verstraete, Greet Vanden Berghe, Patrick De Causmaecker
Real-world production scheduling for the food industry: An integrated approach. Eng. Appl. Artif. Intell. 25 (2) (2012)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
An Intelligent Hyper-Heuristic Framework for CHeSC 2011. LION (2012)
Tony Wauters, Katja Verbeeck, Greet Vanden Berghe, Patrick De Causmaecker
Learning agents for the multi-mode project scheduling problem. J. Oper. Res. Soc. 62 (2) (2011)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Taking turns in general sum Markov games. AAMAS (2010)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Analyzing the dynamics of stigmergetic interactions through pheromone games. Theor. Comput. Sci. 411 (21) (2010)
Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe
Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem. IEEE Congress on Evolutionary Computation (2010)
Tony Wauters, Katja Verbeeck, Greet Vanden Berghe, Patrick De Causmaecker
A game theoretic approach to decentralized multi-project scheduling. AAMAS (2010)
Klaas Thoelen, Sam Michiels, Wouter Joosen, Koen Vangheluwe, Katja Verbeeck
A sensor middleware and agent-based communication platform for supply-chain management. AAMAS (2) (2009)
Maarten Peeters, Ville Könönen, Katja Verbeeck, Ann Nowé
A Learning Automata Approach to Multi-agent Policy Gradient Learning. KES (2) (2008)
Koen Vangheluwe, Wouter Souffriau, Katja Verbeeck, Patrick De Causmaecker
Dynamic scheduling of multi-media streams in home automation systems. AAMAS (Demos) (2008)
Steven de Jong, Karl Tuyls, Katja Verbeeck
Artificial agents learning human fairness. AAMAS (2) (2008)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Decentralized Learning in Markov Games. IEEE Trans. Syst. Man Cybern. Part B 38 (4) (2008)
Steven de Jong, Karl Tuyls, Katja Verbeeck
Fairness in multi-agent systems. Knowl. Eng. Rev. 23 (2) (2008)
Maarten Peeters, Ville Könönen, Katja Verbeeck, Sven Van Segbroeck, Ann Nowé
Coordinated Exploration in Conflicting Multi-stage Games. KES (2) (2008)
H. Jaap van den Herik, Daniel Hennes, Michael Kaisers, Karl Tuyls, Katja Verbeeck
Multi-agent Learning Dynamics: A Survey. CIA (2007)
Maarten Peeters, Katja Verbeeck, Ann Nowé
Solving Multi-stage Games with Hierarchical Learning Automata That Bootstrap. Adaptive Agents and Multi-Agents Systems (2007)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Optimal Convergence in Multi-Agent MDPs. KES (3) (2007)
Steven de Jong, Karl Tuyls, Katja Verbeeck, Nico Roos
Priority Awareness: Towards a Computational Model of Human Fairness for Multi-agent Systems. Adaptive Agents and Multi-Agents Systems (2007)
Katja Verbeeck, Ann Nowé, Johan Parent, Karl Tuyls
Exploring selfish reinforcement learning in repeated games with stochastic rewards. Auton. Agents Multi Agent Syst. 14 (3) (2007)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Networks of Learning Automata and Limiting Games. Adaptive Agents and Multi-Agents Systems (2007)
Peter Vrancx, Katja Verbeeck, Ann Nowé
Analyzing Stigmergetic Algorithms Through Automata Games. KDECB (2006)
Ann Nowé, Katja Verbeeck, Maarten Peeters
Learning Automata as a Basis for Multi Agent Reinforcement Learning. EUMAS (2006)
Katja Verbeeck, Ann Nowé, Maarten Peeters, Karl Tuyls
Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games. Adaptive Agents and Multi-Agent Systems (2005)
Ann Nowé, Katja Verbeeck, Maarten Peeters
Learning Automata as a Basis for Multi Agent Reinforcement Learning. LAMAS (2005)
Katja Verbeeck, Ann Nowé, Karl Tuyls
Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing. AAMAS (2005)
Ann Nowé, Katja Verbeeck, Peter Vrancx
Multi-type Ant Colony: The Edge Disjoint Paths Problem. ANTS Workshop (2004)
Johan Parent, Katja Verbeeck, Jan Lemeire, Ann Nowé, Kris Steenhaut, Erik F. Dirkx
Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems. Sci. Program. 12 (2) (2004)
Maarten Peeters, Katja Verbeeck, Ann Nowé
Multi-Agent Learning in Conflicting Multi-Level Games with Incomplete Information. AAAI Technical Report (2) (2004)
Karl Tuyls, Katja Verbeeck, Tom Lenaerts
A selection-mutation model for q-learning in multi-agent systems. AAMAS (2003)
Karl Tuyls, Katja Verbeeck, Sam Maes
On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor. CEEMAS (2003)
Katja Verbeeck, Ann Nowé
Colonies of learning automata. IEEE Trans. Syst. Man Cybern. Part B 32 (6) (2002)
Katja Verbeeck, Johan Parent, Ann Nowé
Homo Egualis Reinforcement Learning Agents for Load Balancing. WRAC (2002)
Katja Verbeeck, Ann Nowé, Tom Lenaerts, Johan Parent
Learning to Reach the Pareto Optimal Nash Equilibrium as a Team. Australian Joint Conference on Artificial Intelligence (2002)
Ann Nowé, Johan Parent, Katja Verbeeck
Social Agents Playing a Periodical Policy. ECML (2001)
Ann Nowé, Katja Verbeeck
Formalizing the Ant Algorithms in Terms of Reinforcement Learning. ECAL (1999)
Viviane Jonckers, Bruno Van Damme, Katja Verbeeck
Factorisation of OMT Models. ICEIS (1999)
Ann Nowé, Kris Steenhaut, Mohamed Fakir, Katja Verbeeck
Q-learning for adaptive load based routing. SMC (1998)