Katja Verbeeck

According to our database, Katja Verbeeck authored at least 43 papers between 1998 and 2015.

Collaborative distances:

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

2015

A learning-based optimization approach to multi-project scheduling.

Tony Wauters, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

J. Sched., 2015

2013

Boosting Metaheuristic Search Using Reinforcement Learning.

Tony Wauters, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the Hybrid Metaheuristics, 2013

A new hyper-heuristic as a general problem solver: an implementation in HyFlex.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

J. Sched., 2013

An investigation on the generality level of selection hyper-heuristics under different empirical conditions.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Appl. Soft Comput., 2013

Tour Suggestion for Outdoor Activities.

Joris Maervoet, Pascal Brackman, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the Web and Wireless Geographical Information Systems, 2013

2012

Real-world production scheduling for the food industry: An integrated approach.

Tony Wauters, Katja Verbeeck, Paul Verstraete, Greet Vanden Berghe, Patrick De Causmaecker

Eng. Appl. Artif. Intell., 2012

The Effect of the Set of Low-Level Heuristics on the Performance of Selection Hyper-heuristics.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Fast Permutation Learning.

Tony Wauters, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

An Intelligent Hyper-Heuristic Framework for CHeSC 2011.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

2011

Learning agents for the multi-mode project scheduling problem.

Tony Wauters, Katja Verbeeck, Greet Vanden Berghe, Patrick De Causmaecker

J. Oper. Res. Soc., 2011

2010

Analyzing the dynamics of stigmergetic interactions through pheromone games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Theor. Comput. Sci., 2010

Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem.

Mustafa Misir, Katja Verbeeck, Patrick De Causmaecker, Greet Vanden Berghe

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A game theoretic approach to decentralized multi-project scheduling.

Tony Wauters, Katja Verbeeck, Greet Vanden Berghe, Patrick De Causmaecker

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Taking turns in general sum Markov games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009

A sensor middleware and agent-based communication platform for supply-chain management.

Klaas Thoelen, Sam Michiels, Wouter Joosen, Koen Vangheluwe, Katja Verbeeck

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

Decentralized Learning in Markov Games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

IEEE Trans. Syst. Man Cybern. Part B, 2008

Fairness in multi-agent systems.

Steven de Jong, Karl Tuyls, Katja Verbeeck

Knowl. Eng. Rev., 2008

Coordinated Exploration in Conflicting Multi-stage Games.

Maarten Peeters, Ville Könönen, Katja Verbeeck, Sven Van Segbroeck, Ann Nowé

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A Learning Automata Approach to Multi-agent Policy Gradient Learning.

Maarten Peeters, Ville Könönen, Katja Verbeeck, Ann Nowé

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Dynamic scheduling of multi-media streams in home automation systems.

Koen Vangheluwe, Wouter Souffriau, Katja Verbeeck, Patrick De Causmaecker

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Artificial agents learning human fairness.

Steven de Jong, Karl Tuyls, Katja Verbeeck

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

Exploring selfish reinforcement learning in repeated games with stochastic rewards.

Katja Verbeeck, Ann Nowé, Johan Parent, Karl Tuyls

Auton. Agents Multi Agent Syst., 2007

Optimal Convergence in Multi-Agent MDPs.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Multi-agent Learning Dynamics: A Survey.

H. Jaap van den Herik, Daniel Hennes, Michael Kaisers, Karl Tuyls, Katja Verbeeck

Proceedings of the Cooperative Information Agents XI, 11th International Workshop, 2007

Networks of Learning Automata and Limiting Games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Proceedings of the Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 2007

Solving Multi-stage Games with Hierarchical Learning Automata That Bootstrap.

Maarten Peeters, Katja Verbeeck, Ann Nowé

Proceedings of the Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 2007

Priority Awareness: Towards a Computational Model of Human Fairness for Multi-agent Systems.

Steven de Jong, Karl Tuyls, Katja Verbeeck, Nico Roos

Proceedings of the Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, 2007

2006

Analyzing Stigmergetic Algorithms Through Automata Games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 2006

Learning Automata as a Basis for Multi Agent Reinforcement Learning.

Ann Nowé, Katja Verbeeck, Maarten Peeters

Proceedings of the 4th European Workshop on Multi-Agent Systems EUMAS'06, 2006

2005

Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing.

Katja Verbeeck, Ann Nowé, Karl Tuyls

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Multi-agent Reinforcement Learning in Stochastic Single and Multi-stage Games.

Katja Verbeeck, Ann Nowé, Maarten Peeters, Karl Tuyls

Proceedings of the Adaptive Agents and Multi-Agent Systems II: Adaptation and Multi-Agent Learning, 2005

2004

Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems.

Johan Parent, Katja Verbeeck, Jan Lemeire, Ann Nowé, Kris Steenhaut, Erik F. Dirkx

Sci. Program., 2004

Multi-type Ant Colony: The Edge Disjoint Paths Problem.

Ann Nowé, Katja Verbeeck, Peter Vrancx

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

Multi-Agent Learning in Conflicting Multi-Level Games with Incomplete Information.

Maarten Peeters, Katja Verbeeck, Ann Nowé

Proceedings of the Artificial Multiagent Learning, 2004

2003

On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor.

Karl Tuyls, Katja Verbeeck, Sam Maes

Proceedings of the Multi-Agent Systems and Applications III, 2003

A selection-mutation model for q-learning in multi-agent systems.

Karl Tuyls, Katja Verbeeck, Tom Lenaerts

Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003

2002

Colonies of learning automata.

Katja Verbeeck, Ann Nowé

IEEE Trans. Syst. Man Cybern. Part B, 2002

Homo Egualis Reinforcement Learning Agents for Load Balancing.

Katja Verbeeck, Johan Parent, Ann Nowé

Proceedings of the Innovative Concepts for Agent-Based Systems, 2002

Learning to Reach the Pareto Optimal Nash Equilibrium as a Team.

Katja Verbeeck, Ann Nowé, Tom Lenaerts, Johan Parent

Proceedings of the AI 2002: Advances in Artificial Intelligence, 2002

2001

Social Agents Playing a Periodical Policy.

Ann Nowé, Johan Parent, Katja Verbeeck

Proceedings of the Machine Learning: EMCL 2001, 2001

1999

Factorisation of OMT Models.

Viviane Jonckers, Bruno Van Damme, Katja Verbeeck

Proceedings of the 1st International Conference on Enterprise Information Systems, 1999

Formalizing the Ant Algorithms in Terms of Reinforcement Learning.

Ann Nowé, Katja Verbeeck

Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

1998

Q-learning for adaptive load based routing.

Ann Nowé, Kris Steenhaut, Mohamed Fakir, Katja Verbeeck

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998