Ann Nowé

According to our database, Ann Nowé authored at least 301 papers between 1989 and 2024.

Collaborative distances:

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

2024

User Evaluation of a Shared Robot Control System Combining BCI and Eye Tracking in a Portable Augmented Reality User Interface.

Arnau Dillen, Mohsen Omidi, Fakhreddine Ghaffari, Olivier Romain, Bram Vanderborght, Bart Roelands, Ann Nowé, Kevin De Pauw

Sensors, August, 2024

Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning.

Gaoyuan Liu, Joris De Winter, Yuri Durodié, Denis Steckelmacher, Ann Nowé, Bram Vanderborght

IEEE Robotics Autom. Lett., June, 2024

Depth Scaling in Graph Neural Networks: Understanding the Flat Curve Behavior.

Diana Gomes, Kyriakos Efthymiadis, Ann Nowé, Peter Vrancx

Trans. Mach. Learn. Res., 2024

Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.

Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin

Expert Syst. Appl., 2024

MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning.

Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu

CoRR, 2024

Laser Learning Environment: A new environment for coordination-critical multi-agent tasks.

Yannick Molinghen, Raphaël Avalos, Mark Van Achter, Ann Nowé, Tom Lenaerts

CoRR, 2024

Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News.

Axel Abels, Elias Fernández Domingos, Ann Nowé, Tom Lenaerts

CoRR, 2024

Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies.

Florent Delgrange, Guy Avni, Anna Lukina, Christian Schilling, Ann Nowé, Guillermo A. Pérez

CoRR, 2024

Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning.

Willem Röpke, Mathieu Reymond, Patrick Mannion, Diederik M. Roijers, Ann Nowé, Roxana Radulescu

CoRR, 2024

Online Planning in POMDPs with State-Requests.

Raphaël Avalos, Eugenio Bargiacchi, Ann Nowé, Diederik M. Roijers, Frans A. Oliehoek

Proceedings of the 1st Reinforcement Learning Conference, 2024

The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models.

Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Interactively Learning the User's Utility for Best-Arm Identification in Multi-Objective Multi-Armed Bandits.

Mathieu Reymond, Eugenio Bargiacchi, Diederik M. Roijers, Ann Nowé

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Trustworthy Reinforcement Learning: Opportunities and Challenges.

Ann Nowé

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

A Reinforcement Learning Framework for Studying Group and Individual Fairness.

Alexandra Cimpean, Catholijn M. Jonker, Pieter Libin, Ann Nowé

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Faster and more accurate pathogenic combination predictions with VarCoPP2.0.

Nassim Versbraegen, Barbara Gravel, Charlotte Nachtegael, Alexandre Renaux, Emma Verkinderen, Ann Nowé, Tom Lenaerts, Sofia Papadimitriou

BMC Bioinform., December, 2023

A knowledge graph approach to predict and interpret disease-causing gene interactions.

Alexandre Renaux, Chloé Terwagne, Michael Cochez, Ilaria Tiddi, Ann Nowé, Tom Lenaerts

BMC Bioinform., December, 2023

Actor-critic multi-objective reinforcement learning for non-linear utility functions.

Mathieu Reymond, Conor F. Hayes, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

Auton. Agents Multi Agent Syst., October, 2023

Dealing with expert bias in collective decision-making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Artif. Intell., July, 2023

Synergistic Task and Motion Planning With Reinforcement Learning-Based Non-Prehensile Actions.

Gaoyuan Liu, Joris De Winter, Denis Steckelmacher, Roshan Kumar Hota, Ann Nowé, Bram Vanderborght

IEEE Robotics Autom. Lett., May, 2023

Local Advantage Networks for Multi-Agent Reinforcement Learning in Dec-POMDPs.

Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers

Trans. Mach. Learn. Res., 2023

Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth.

Qingshuang Sun, Denis Steckelmacher, Yuan Yao, Ann Nowé, Raphaël Avalos

CoRR, 2023

Safe reinforcement learning with self-improving hard constraints for multi-energy management systems.

Glenn Ceusters, Muhammad Andy Putratama, Rüdiger Franke, Ann Nowé, Maarten Messagie

CoRR, 2023

Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.

Alexandra Cimpean, Timothy Verstraeten, Lander Willem, Niel Hens, Ann Nowé, Pieter Libin

CoRR, 2023

Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem.

Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé

CoRR, 2023

A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning.

Florian Felten, Lucas N. Alegre, Ann Nowé, Ana L. C. Bazzan, El-Ghazali Talbi, Grégoire Danoy, Bruno C. da Silva

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Step Generalized Policy Improvement by Leveraging Approximate Models.

Lucas Nunes Alegre, Ana L. C. Bazzan, Ann Nowé, Bruno C. da Silva

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distributional Multi-Objective Decision Making.

Willem Röpke, Conor F. Hayes, Patrick Mannion, Enda Howley, Ann Nowé, Diederik M. Roijers

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the International Conference on Machine Learning, 2023

Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees.

Florent Delgrange, Ann Nowé, Guillermo A. Pérez

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Study of Nash Equilibria in Multi-Objective Normal-Form Games.

Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Bridging the Gap Between Single and Multi Objective Games.

Willem Röpke, Carla Groenland, Roxana Radulescu, Ann Nowé, Diederik M. Roijers

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

A Brief Guide to Multi-Objective Reinforcement Learning and Planning.

Conor F. Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel de Oliveira Ramos, Marcello Restelli, Peter Vamplew, Diederik M. Roijers

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization.

Lucas Nunes Alegre, Ana L. C. Bazzan, Diederik M. Roijers, Ann Nowé, Bruno C. da Silva

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

BOCK: Biological networks and Oligogenic Combinations as a Knowledge graph.

Alexandre Renaux, Ann Nowé, Tom Lenaerts

Dataset, December, 2022

BOCK: Biological networks and Oligogenic Combinations as a Knowledge graph.

Alexandre Renaux, Ann Nowé, Tom Lenaerts

Dataset, December, 2022

Opponent learning awareness and modelling in multi-objective normal form games.

Roxana Radulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé

Neural Comput. Appl., 2022

Safe reinforcement learning for multi-energy management systems with known constraint functions.

Glenn Ceusters, Luis Ramirez Camargo, Rüdiger Franke, Ann Nowé, Maarten Messagie

CoRR, 2022

Scaling up oligogenic diseases research with OLIDA: the Oligogenic Diseases Database.

Charlotte Nachtegael, Barbara Gravel, Arnau Dillen, Guillaume Smits, Ann Nowé, Sofia Papadimitriou, Tom Lenaerts

Database J. Biol. Databases Curation, 2022

On nash equilibria in normal-form games with vectorial payoffs.

Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu

Auton. Agents Multi Agent Syst., 2022

A practical guide to multi-objective reinforcement learning and planning.

Conor F. Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel de Oliveira Ramos, Marcello Restelli, Peter Vamplew, Diederik M. Roijers

Auton. Agents Multi Agent Syst., 2022

Natural gradient evolution strategies for adaptive sampling.

Nixon K. Ronoh, Edna Milgo, Ambrose K. Kiprop, Bernard Manderick, Ann Nowé

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets.

Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

Pareto Conditioned Networks.

Mathieu Reymond, Eugenio Bargiacchi, Ann Nowé

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning.

Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes.

Florent Delgrange, Ann Nowé, Guillermo A. Pérez

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

The energy saving potential of retrofitting a smart heating system: A residence hall pilot study.

Yannick De Bock, Andres Auquilla, Ellen Bracquené, Ann Nowé, Joost R. Duflou

Sustain. Comput. Informatics Syst., 2021

The CLAIRE COVID-19 initiative: approach, experiences and recommendations.

Gianluca Bontempi, Ricardo Chavarriaga, Hans ed Canck, Emanuela Girardi, Holger H. Hoos, Iarla Kilbane-Dawe, Tonio Ball, Ann Nowé, Jose Sousa, Davide Bacciu, Marco Aldinucci, Manlio ed Domenico, Alessandro Saffiotti, Marco Maratea

Ethics Inf. Technol., 2021

Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report).

Florent Delgrange, Ann Nowé, Guillermo A. Pérez

CoRR, 2021

Preference Communication in Multi-Objective Normal-Form Games.

Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu

CoRR, 2021

Model-predictive control and reinforcement learning in multi-energy system case studies.

Glenn Ceusters, Román Cantú Rodríguez, Alberte Bouso García, Rüdiger Franke, Geert Deconinck, Lieve Helsen, Ann Nowé, Maarten Messagie, Luis Ramirez Camargo

CoRR, 2021

Autonomous assembly planning of demonstrated skills with reinforcement learning in simulation.

Joris De Winter, Ilias El Makrini, Greet Van de Perre, Ann Nowé, Tom Verstraten, Bram Vanderborght

Auton. Robots, 2021

Autonomous agents and multiagent systems: perspectives on 20 years of AAMAS.

Ulle Endriss, Ann Nowé, Maria L. Gini, Victor R. Lesser, Michael Luck, Ana Paiva, Jaime Simão Sichman

AI Matters, 2021

MoveRL: To a Safer Robotic Reinforcement Learning Environment.

Gaoyuan Liu, Joris De Winter, Bram Vanderborght, Ann Nowé, Denis Steckelmacher

Proceedings of the Artificial Intelligence and Machine Learning, 2021

2020

Nonparametric user activity modelling and prediction.

Yannick De Bock, Andres Auquilla, Ann Nowé, Joost R. Duflou

User Model. User Adapt. Interact., 2020

Toll-based reinforcement learning for efficient equilibria in route choice.

Gabriel de Oliveira Ramos, Bruno C. da Silva, Roxana Radulescu, Ana L. C. Bazzan, Ann Nowé

Knowl. Eng. Rev., 2020

A utility-based analysis of equilibria in multi-objective normal-form games.

Roxana Radulescu, Patrick Mannion, Yijie Zhang, Diederik M. Roijers, Ann Nowé

Knowl. Eng. Rev., 2020

AI-Toolbox: A C++ library for Reinforcement Learning and Planning (with Python Bindings).

Eugenio Bargiacchi, Diederik M. Roijers, Ann Nowé

J. Mach. Learn. Res., 2020

An interpretable semi-supervised classifier using two different strategies for amended self-labeling.

Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé

CoRR, 2020

Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping.

Eugenio Bargiacchi, Timothy Verstraeten, Diederik M. Roijers, Ann Nowé

CoRR, 2020

Multi-objective multi-agent decision making: a utility-based analysis and survey.

Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé

Auton. Agents Multi Agent Syst., 2020

Synthesising Reinforcement Learning Policies Through Set-Valued Inductive Rule Learning.

Youri Coppens, Denis Steckelmacher, Catholijn M. Jonker, Ann Nowé

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models.

Diederik M. Roijers, Luisa M. Zintgraf, Pieter Libin, Mathieu Reymond, Eugenio Bargiacchi, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Reinforcement Learning for Large-Scale Epidemic Control.

Pieter J. K. Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems.

Yailen Martínez Jiménez, Jessica Coto Palacio, Ann Nowé

Proceedings of the Optimization and Learning - Third International Conference, 2020

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Collective Decision-Making as a Contextual Multi-armed Bandit Problem.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling.

Isel Grau, Dipankar Sengupta, María Matilde García Lorenzo, Ann Nowé

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Fleet Control Using Coregionalized Gaussian Process Policy Iteration.

Timothy Verstraeten, Pieter J. K. Libin, Ann Nowé

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games.

Yijie Zhang, Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Thompson Sampling for Factored Multi-Agent Bandits.

Timothy Verstraeten, Eugenio Bargiacchi, Pieter J. K. Libin, Diederik M. Roijers, Ann Nowé

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences.

Gabriel de Oliveira Ramos, Roxana Radulescu, Ann Nowé, Anderson R. Tavares

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Accelerating Interactive Reinforcement Learning by Human Advice for an Assembly Task by a Cobot.

Joris De Winter, Albert De Beir, Ilias El Makrini, Greet Van de Perre, Ann Nowé, Bram Vanderborght

Robotics, 2019

ORVAL: a novel platform for the prediction and exploration of disease-causing oligogenic variant combinations.

Alexandre Renaux, Sofia Papadimitriou, Nassim Versbraegen, Charlotte Nachtegael, Simon Boutry, Ann Nowé, Guillaume Smits, Tom Lenaerts

Nucleic Acids Res., 2019

Action learning and grounding in simulated human-robot interactions.

Oliver Roesler, Ann Nowé

Knowl. Eng. Rev., 2019

Transfer Learning Across Simulated Robots With Different Sensors.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

CoRR, 2019

Fleetwide data-enabled reliability improvement of wind turbines.

Timothy Verstraeten, Ann Nowé, Jonathan Keller, Yi Guo, Shuangwen Sheng, Jan Helsen

CoRR, 2019

The Actor-Advisor: Policy Gradient With Off-Policy Advice.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

CoRR, 2019

GUARDIAML: Machine Learning-Assisted Dynamic Information Flow Control.

Angel Luis Scull Pupo, Jens Nicolay, Kyriakos Efthymiadis, Ann Nowé, Coen De Roover, Elisa Gonzalez Boix

Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics.

Denis Steckelmacher, Hélène Plisnier, Diederik M. Roijers, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Synaptic Learning of Long-Term Cognitive Networks with Inputs.

Richar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé

Proceedings of the International Joint Conference on Neural Networks, 2019

Bayesian Anytime m-top Exploration.

Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Per-Decision Option Discounting.

Anna Harutyunyan, Peter Vrancx, Philippe Hamel, Ann Nowé, Doina Precup

Proceedings of the 36th International Conference on Machine Learning, 2019

Dynamic Weights in Multi-Objective Deep Reinforcement Learning.

Axel Abels, Diederik M. Roijers, Tom Lenaerts, Ann Nowé, Denis Steckelmacher

Proceedings of the 36th International Conference on Machine Learning, 2019

A Multi-objective Reinforcement Learning Algorithm for JSSP.

Beatriz M. Méndez-Hernández, Erick D. Rodríguez Bazan, Yailen Martínez Jiménez, Pieter Libin, Ann Nowé

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Deep hybrid approach for 3D plane segmentation.

Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Failure Avoidance for Wind Turbines through Fleetwide Control.

Timothy Verstraeten, Ann Nowé, Jan Helsen

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

A Motorized Wheelchair that Learns to Make its Way through a Crowd.

Denis Steckelmacher, Hélène Plisnier, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

DuStt - A Speech-to-Text Engine for Dutch.

Willem Röpke, Roxana Radulescu, Kyriakos Efthymiadis, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands.

Willem Röpke, Roxana Radulescu, Kyriakos Efthymiadis, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors.

Hélène Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Privacy Preserving Reinforcement Learning over Distributed Datasets.

Regis Loeb, Timothy Verstraeten, Ann Nowé, Ann Dooms

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Thompson Sampling for m-top Exploration.

Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Towards a Phylogenetic Measure to Quantify HIV Incidence.

Pieter Libin, Nassim Versbraegen, Ana B. Abecasis, Perpetua Gomes, Tom Lenaerts, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Improving Zero-Intelligence Plus for Call Markets.

Jannick Hemelhof, Mihail Mihaylov, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

A Virtual Maze Game to Explain Reinforcement Learning.

Youri Coppens, Eugenio Bargiacchi, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

ED-FNN: A New Deep Learning Algorithm to Detect Percentage of the Gait Cycle for Powered Prostheses.

Huong Thi Thu Vu, Felipe Gomez Marulanda, Pierre Cherelle, Dirk Lefeber, Ann Nowé, Bram Vanderborght

Sensors, 2018

Modelling incomplete information in Boolean games using possibilistic logic.

Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock

Int. J. Approx. Reason., 2018

A New Method For Personnel Selection Based On Ranking Aggregation Using A Reinforcement Learning Approach.

Yaima Filiberto Cabrera, Rafael Bello Pérez, Ann Nowé

Computación y Sistemas, 2018

Directed Policy Gradient for Safe Reinforcement Learning with Human Advice.

Hélène Plisnier, Denis Steckelmacher, Tim Brys, Diederik M. Roijers, Ann Nowé

CoRR, 2018

Intelligent Electric Water Heater Control with Varying State Information.

Christophe Patyn, Thijs Peirelinck, Geert Deconinck, Ann Nowé

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies.

Pieter J. K. Libin, Timothy Verstraeten, Diederik M. Roijers, Jelena Grujic, Kristof Theys, Philippe Lemey, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

A Reinforcement Learning Approach for the Report Scheduling Process Under Multiple Constraints.

Beatriz M. Méndez-Hernández, Jessica Coto Palacio, Yailen Martínez Jiménez, Ann Nowé, Erick D. Rodríguez Bazan

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

IPC-Net: 3D Point-Cloud Segmentation Using Deep Inter-Point Convolutional Layers.

Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems.

Eugenio Bargiacchi, Timothy Verstraeten, Diederik M. Roijers, Ann Nowé, Hado van Hasselt

Proceedings of the 35th International Conference on Machine Learning, 2018

Deep Multi-agent Reinforcement Learning in a Homogeneous Open Population.

Roxana Radulescu, Manon Legrand, Kyriakos Efthymiadis, Diederik M. Roijers, Ann Nowé

Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018

Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making.

Luisa M. Zintgraf, Diederik M. Roijers, Sjoerd Linders, Catholijn M. Jonker, Ann Nowé

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

A Solution for the Team Selection Problem Using ACO.

Lázaro Lugo, Marilyn Bello, Ann Nowé, Rafael Bello

Proceedings of the Swarm Intelligence - 11th International Conference, 2018

Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets.

Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees.

Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning With Options That Terminate Off-Policy.

Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Socio-cognitively inspired ant colony optimization.

Aleksander Byrski, Ewelina Swiderska, Jakub Lasisz, Marek Kisiel-Dorohinicki, Tom Lenaerts, Dana Samson, Bipin Indurkhya, Ann Nowé

J. Comput. Sci., 2017

Multi-objectivization and ensembles of shapings in reinforcement learning.

Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowé, Matthew E. Taylor

Neurocomputing, 2017

Discovering knowledge from data clustering using automatically-defined interval type-2 fuzzy predicates.

Diego S. Comas, Gustavo J. Meschino, Ann Nowé, Virginia Laura Ballarin

Expert Syst. Appl., 2017

Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets.

Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Ann Nowé

CoRR, 2017

PhyloGeoTool: interactively exploring large phylogenies in an epidemiological context.

Pieter Libin, Ewout Vanden Eynden, Francesca Incardona, Ann Nowé, Antonia Bezenchek, EucoHIV Study Group, Anders Sönnerborg, Anne-Mieke Vandamme, Kristof Theys, Guy Baele

Bioinform., 2017

Exact and heuristic methods for solving Boolean games.

Sofie De Clercq, Kim Bauters, Steven Schockaert, Mihail Mihaylov, Ann Nowé, Martine De Cock

Auton. Agents Multi Agent Syst., 2017

An Importance Sampling Approach to the Estimation of Algorithm Performance in Automated Algorithm Design.

Steven Adriaensen, Filip Moons, Ann Nowé

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Clustering methodology for smart metering data based on local and global features.

Leticia Arco, Gladys Casas, Ann Nowé

Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

Analysing Congestion Problems in Multi-agent Reinforcement Learning.

Roxana Radulescu, Peter Vrancx, Ann Nowé

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Efficient Evaluation of Influenza Mitigation Strategies Using Preventive Bandits.

Pieter Libin, Timothy Verstraeten, Kristof Theys, Diederik M. Roijers, Peter Vrancx, Ann Nowé

Proceedings of the Autonomous Agents and Multiagent Systems, 2017

Interactive Thompson Sampling for Multi-objective Multi-armed Bandits.

Diederik M. Roijers, Luisa M. Zintgraf, Ann Nowé

Proceedings of the Algorithmic Decision Theory - 5th International Conference, 2017

Coordinating Human and Agent Behavior in Collective-Risk Scenarios.

Elias Fernández Domingos, Juan-Carlos Burguillo, Ann Nowé, Tom Lenaerts

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Solving stable matching problems using answer set programming.

Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé

Theory Pract. Log. Program., 2016

Predicting Seat-Off and Detecting Start-of-Assistance Events for Assisting Sit-to-Stand With an Exoskeleton.

Kevin Tanghe, Anna Harutyunyan, Erwin Aertbeliën, Friedl De Groote, Joris De Schutter, Peter Vrancx, Ann Nowé

IEEE Robotics Autom. Lett., 2016

A reinforcement learning approach to coordinate exploration with limited communication in continuous action games.

Abdel Rodríguez, Peter Vrancx, Ricardo Grau, Ann Nowé

Knowl. Eng. Rev., 2016

Context-sensitive reward shaping for sparse interaction multi-agent systems.

Yann-Michaël De Hauwere, Sam Devlin, Daniel Kudenko, Ann Nowé

Knowl. Eng. Rev., 2016

An adaptive rule-based classifier for mining big biological data.

Dewan Md. Farid, M. Abdulla Al Mamun, Bernard Manderick, Ann Nowé

Expert Syst. Appl., 2016

Personnel Selection in a Competitive Environment.

Marilyn Bello-García, Rafael Bello, María Matilde García Lorenzo, Ann Nowé

Computación y Sistemas, 2016

A Gentle Introduction to Reinforcement Learning.

Ann Nowé, Tim Brys

Proceedings of the Scalable Uncertainty Management - 10th International Conference, 2016

Analysing the Impact of Storage and Load Shifting on Grey Energy Demand Reduction.

Iván S. Razo-Zapata, Mihail Mihaylov, Ann Nowé

Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2016

Integration of Load Shifting and Storage to Reduce Gray Energy Demand.

Iván S. Razo-Zapata, Mihail Mihaylov, Ann Nowé

Proceedings of the SMARTGREENS 2016, 2016

Poster: Comparative study of EM-MAC and TSCH/orchestra for IoT.

Carlos Manuel García Algora, Ernesto Prieto Lopez, Vitalio Alfonso Reguera, Ann Nowé, Kris Steenhaut

Proceedings of the Symposium on Communications and Vehicular Technologies, 2016

Smart Grid Demonstration Platform for Renewable Energy Exchange.

Mihail Mihaylov, Iván S. Razo-Zapata, Roxana Radulescu, Sergio Jurado, Narcís Avellana, Ann Nowé

Proceedings of the Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection, 2016

Combining Occupancy User Profiles in a Multi-user Environment: An Academic Office Case Study.

Andres Auquilla, Yannick De Bock, Ann Nowé, Joost R. Duflou

Proceedings of the 12th International Conference on Intelligent Environments, 2016

Genomic Variant Classifier Tool.

Isel Grau, Dipankar Sengupta, Dewan Md. Farid, Bernard Manderick, Ann Nowé, María Matilde García Lorenzo, Dorien Daneels, Maryse Bonduelle, Didier Croes, Sonia Van Dooren

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Ensemble of Trees for Classifying High-Dimensional Imbalanced Genomic Data.

Dewan Md. Farid, Ann Nowé, Bernard Manderick

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Towards a White Box Approach to Automated Algorithm Design.

Steven Adriaensen, Ann Nowé

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Enhancing Particle Swarm Optimization with Socio-cognitive Inspirations.

Iwan Bugajski, Piotr Listkiewicz, Aleksander Byrski, Marek Kisiel-Dorohinicki, Wojciech Korczynski, Tom Lenaerts, Dana Samson, Bipin Indurkhya, Ann Nowé

Proceedings of the International Conference on Computational Science 2016, 2016

Measuring Diversity of Socio-Cognitively Inspired ACO Search.

Ewelina Swiderska, Jakub Lasisz, Aleksander Byrski, Tom Lenaerts, Dana Samson, Bipin Indurkhya, Ann Nowé, Marek Kisiel-Dorohinicki

Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

Formalizing Commitment-Based Deals in Boolean Games.

Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Case study: An analysis of accidental complexity in a state-of-the-art hyper-heuristic for HyFlex.

Steven Adriaensen, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

On the upper bound for the time to rendezvous in multi-hop cognitive radio networks.

Vitalio Alfonso Reguera, Erik Ortiz Guerra, Carlos Manuel García Algora, Ann Nowé, Kris Steenhaut

Proceedings of the 21st IEEE International Workshop on Computer Aided Modelling and Design of Communication Links and Networks, 2016

2015

A Reinforcement Learning Approach for Interdomain Routing with Link Prices.

Peter Vrancx, Pasquale Gurzi, Abdel Rodríguez, Kris Steenhaut, Ann Nowé

ACM Trans. Auton. Adapt. Syst., 2015

Off-Policy Reward Shaping with Ensembles.

Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé

CoRR, 2015

Schedule-based multi-channel communication in wireless sensor networks: A complete design and performance evaluation.

Kieu-Ha Phung, Bart Lemmens, Marnix Goossens, Ann Nowé, Lan Tran, Kris Steenhaut

Ad Hoc Networks, 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

Departure MANagement with a Reinforcement Learning Approach: Respecting CFMU Slots.

Ivomar Brito Soares, Yann-Michaël De Hauwere, Kris Januarius, Tim Brys, Thierry Salvant, Ann Nowé

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Multilateral Negotiation in Boolean Games with Incomplete Information Using Generalized Possibilistic Logic.

Sofie De Clercq, Steven Schockaert, Ann Nowé, Martine De Cock

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Reinforcement Learning from Demonstration through Shaping.

Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Online Distributed Voltage Control of an offshore MTdc network using reinforcement learning.

S. Rodrigues, Rodrigo Teixeira Pinto, Pavol Bauer, Tim Brys, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Risk-sensitivity through multi-objective reinforcement learning.

Kristof Van Moffaert, Tim Brys, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

A benchmark set extension and comparative study for the HyFlex framework.

Steven Adriaensen, Gabriela Ochoa, 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

Shaping Mario with Human Advice.

Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé

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

Multi-Scale Reward Shaping via an Off-Policy Ensemble.

Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé

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

Policy Transfer using Reward Shaping.

Tim Brys, Anna Harutyunyan, Matthew E. Taylor, Ann Nowé

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

Expressing Arbitrary Reward Functions as Potential-Based Advice.

Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowé

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

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

Kristof Van Moffaert, Ann Nowé

J. Mach. Learn. Res., 2014

Turbo codes for multi-hop wireless sensor networks with decode-and-forward mechanism.

Nashat Abughalieh, Kris Steenhaut, Ann Nowé, Alagan Anpalagan

EURASIP J. Wirel. Commun. Netw., 2014

A decentralized approach for convention emergence in multi-agent systems.

Mihail Mihaylov, Karl Tuyls, Ann Nowé

Auton. Agents Multi Agent Syst., 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

Using Answer Set Programming for Solving Boolean Games.

Sofie De Clercq, Kim Bauters, Steven Schockaert, Martine De Cock, Ann Nowé

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Possibilistic Boolean Games: Strategic Reasoning under Incomplete Information.

Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé

Proceedings of the Logics in Artificial Intelligence - 14th European Conference, 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

Scalarization based Pareto optimal set of arms identification algorithms.

Madalina M. Drugan, Ann Nowé

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

Multi-objectivization of reinforcement learning problems by reward shaping.

Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko, Ann Nowé

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

Decentralized Computation of Pareto Optimal Pure Nash Equilibria of Boolean Games with Privacy Concerns .

Sofie De Clercq, Kim Bauters, Steven Schockaert, Mihail Mihaylov, Martine De Cock, Ann Nowé

Proceedings of the ICAART 2014, 2014

Fair-share ILS: a simple state-of-the-art iterated local search hyperheuristic.

Steven Adriaensen, Tim Brys, Ann Nowé

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Supervised Neural Network Structure Recovery.

Ildefons Magrans de Abril, Ann Nowé

Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014

Off-Policy Shaping Ensembles in Reinforcement Learning.

Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Using Ensemble Techniques and Multi-Objectivization to Solve Reinforcement Learning Problems.

Tim Brys, Matthew E. Taylor, Ann Nowé

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Designing reusable metaheuristic methods: A semi-automated approach.

Steven Adriaensen, Tim Brys, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 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

Pareto Upper Confidence Bounds algorithms: An empirical study.

Madalina M. Drugan, Ann Nowé, Bernard Manderick

Proceedings of the 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, 2014

Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence.

Tim Brys, Ann Nowé, Daniel Kudenko, Matthew E. Taylor

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Reinforcement Learning on Multiple Correlated Signals.

Tim Brys, Ann Nowé

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

GENESHIFT: A Nonparametric Approach for Integrating Microarray Gene Expression Data Based on the Inner Product as a Distance Measure between the Distributions of Genes.

Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, David Y. Weiss Solís, Colin Molter, Robin Duque, Hugues Bersini, Ann Nowé

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Batch effect removal methods for microarray gene expression data integration: a survey.

Cosmin Lazar, Stijn Meganck, Jonatan Taminau, David Steenhoff, Alain Coletta, Colin Molter, David Y. Weiss Solís, Robin Duque, Hugues Bersini, Ann Nowé

Briefings Bioinform., 2013

Modeling Stable Matching Problems with Answer Set Programming.

Sofie De Clercq, Steven Schockaert, Martine De Cock, Ann Nowé

Proceedings of the Theory, Practice, and Applications of Rules on the Web, 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

Designing multi-objective multi-armed bandits algorithms: A study.

Madalina M. Drugan, Ann Nowé

Proceedings of the 2013 International Joint Conference on Neural 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

Local search and restart strategies for satisfiability solving in fuzzy logics.

Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé

Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013

Solving satisfiability in fuzzy logics by mixing CMA-ES.

Tim Brys, Madalina M. Drugan, Peter A. N. Bosman, Martine De Cock, Ann Nowé

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Hypervolume-Based Multi-Objective Reinforcement Learning.

Kristof Van Moffaert, Madalina M. Drugan, Ann Nowé

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Meta-Evolutionary Algorithms and recombination operators for satisfiability solving in fuzzy logics.

Tim Brys, Madalina M. Drugan, Ann Nowé

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Model-free learning of wire winding control.

Abdel Rodríguez, Peter Vrancx, Ann Nowé, Erik Hostens

Proceedings of the 9th Asian Control Conference, 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

2012

A Survey on Filter Techniques for Feature Selection in Gene Expression Microarray Analysis.

Cosmin Lazar, Jonatan Taminau, Stijn Meganck, David Steenhoff, Alain Coletta, Colin Molter, Virginie de Schaetzen, Robin Duque, Hugues Bersini, Ann Nowé

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Hierarchical routing and traffic grooming in IP/MPLS-based ASON/GMPLS multi-domain networks.

Wajdi Halabi, Kris Steenhaut, Marnix Goossens, Thu-Huong Truong, Ann Nowé

Photonic Netw. Commun., 2012

GA(M)E-QSAR: A Novel, Fully Automatic Genetic-Algorithm-(Meta)-Ensembles Approach for Binary Classification in Ligand-Based Drug Design.

Yunierkis Pérez-Castillo, Cosmin Lazar, Jonatan Taminau, Matheus Froeyen, Miguel Ángel Cabrera-Pérez, Ann Nowé

J. Chem. Inf. Model., 2012

A Mutual Algorithm for Optimizing Distributed Source Coding in Wireless Sensor Networks.

Nashat Abughalieh, Kris Steenhaut, Bart Lemmens, Ann Nowé

Int. J. Distributed Sens. Networks, 2012

Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Int. J. Commun. Networks Distributed Syst., 2012

Optimization of common pool resource sharing in multidomain IP-over-WDM networks.

Dimitri Staessens, Didier Colle, Mario Pickavet, Ann Nowé, Kris Steenhaut, Piet Demeester

Comput. Commun., 2012

Unlocking the potential of publicly available microarray data using inSilicoDb and inSilicoMerging R/Bioconductor packages.

Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Steenhoff, Alain Coletta, Colin Molter, Robin Duque, Virginie de Schaetzen, David Y. Weiss Solís, Hugues Bersini, Ann Nowé

BMC Bioinform., 2012

Network-wide synchronization in Wireless Sensor Networks.

Bart Lemmens, Kris Steenhaut, Peter Ruckebusch, Ingrid Moerman, Ann Nowé

Proceedings of the 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux, 2012

Insights on Social Recommender Systems.

Wolney Leal De Mello Neto, Ann Nowé

Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE, 2012

Improving wet clutch engagement with reinforcement learning.

Kevin Van Vaerenbergh, Abdel Rodríguez, Matteo Gagliolo, Peter Vrancx, Ann Nowé, Julian Stoev, Stijn Goossens, Gregory Pinte, Wim Symens

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Local linear spectral unmixing via cluster analysis and non-negative matrix factorization for hyperspectral (CHRIS/PROBA) imagery.

Cosmin Lazar, Luca Demarchi, David Steenhoff, Jonathan Cheung-Wai Chan, Ann Nowé, Hichem Sahli

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Cross layer routing in optical IP/WDM multi-domain networks.

Wajdi Halabi, Kris Steenhaut, Marnix Goossens, Ann Nowé

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

An RL approach to common-interest continuous action games.

Abdel Rodríguez, Peter Vrancx, Ricardo Grau Ábalo, Ann Nowé

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Learning Conflicts from Experience.

Yann-Michaël De Hauwere, Ann Nowé

Proceedings of the Multiagent Pathfinding, Papers from the 2012 AAAI Workshop, 2012

Improving Convergence of CMA-ES Through Structure-Driven Discrete Recombination.

Tim Brys, Ann Nowé

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Game Theory and Multi-agent Reinforcement Learning.

Ann Nowé, Peter Vrancx, Yann-Michaël De Hauwere

Proceedings of the Reinforcement Learning, 2012

2011

Logical topology design for IP rerouting: ASONs versus static OTNs.

Adelbert Groebbens, Didier Colle, Sophie De Maesschalck, Bart Puype, Kris Steenhaut, Mario Pickavet, Ann Nowé, Piet Demeester

Photonic Netw. Commun., 2011

Integrated routing in GMPLS-based IP/WDM networks.

Walter Colitti, Kris Steenhaut, Didier Colle, Mario Pickavet, Jan Lemeire, Ann Nowé

Photonic Netw. Commun., 2011

Molecular dynamics and docking simulations as a proof of high flexibility in <i>E. coli</i> FabH and its relevance for accurate inhibitor modeling.

Yunierkis Pérez-Castillo, Matheus Froeyen, Miguel Ángel Cabrera-Pérez, Ann Nowé

J. Comput. Aided Mol. Des., 2011

inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO.

Jonatan Taminau, David Steenhoff, Alain Coletta, Stijn Meganck, Cosmin Lazar, Virginie de Schaetzen, Robin Duque, Colin Molter, Hugues Bersini, Ann Nowé, David Y. Weiss Solís

Bioinform., 2011

Routing and signaling in GMPLS based DWDM multi domain multilayer networks using IP/WDM router.

Wajdi Halabi, Kris Steenhaut, Ann Nowé, Pasquale Gurzi

Proceedings of the 8th International Conference on Wireless and Optical Communications Networks, 2011

Parallel Concatenation vs. Serial Concatenation Turbo Codes for Wireless Sensor Networks.

Nashat Abughalieh, Kris Steenhaut, Bart Lemmens, Ann Nowé

Proceedings of the 18th IEEE Symposium on Communications and Vehicular Technology in the Benelux, 2011

A Reinforcement Learning Approach for the Flexible Job Shop Scheduling Problem.

Yailen Martínez, Ann Nowé, Juliett Suárez, Rafael Bello

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Learning a pricing strategy in multi-domain DWDM networks.

Pasquale Gurzi, Kris Steenhaut, Ann Nowé, Peter Vrancx

Proceedings of the 18th IEEE Workshop on Local & Metropolitan Area Networks, 2011

Routing and traffic grooming in multi-domain optical networks.

Wajdi Halabi, Kris Steenhaut, Marnix Goossens, Ann Nowé

Proceedings of the 3rd International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2011

Transfer Learning for Multi-agent Coordination.

Peter Vrancx, Yann-Michaël De Hauwere, Ann Nowé

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Continuous Action Reinforcement Learning Automata - Performance and Convergence.

Abdel Rodríguez, Ricardo Grau Ábalo, Ann Nowé

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless Sensor Networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Proceedings of the Agents and Artificial Intelligence - Third International Conference, 2011

Self-organizing Synchronicity and Desynchronicity using Reinforcement Learning.

Mihail Mihaylov, Yann-Aël Le Borgne, Ann Nowé, Karl Tuyls

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Adaptive State Representations for Multi-agent Reinforcement Learning.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 2, 2011

Local Coordination in Online Distributed Constraint Optimization Problems.

Tim Brys, Yann-Michaël De Hauwere, Ann Nowé, Peter Vrancx

Proceedings of the Multi-Agent Systems - 9th European Workshop, 2011

Distributed cooperation in wireless sensor networks.

Mihail Mihaylov, Yann-Aël Le Borgne, Karl Tuyls, Ann Nowé

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Solving Sparse Delayed Coordination Problems in Multi-Agent Reinforcement Learning.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

Proceedings of the Adaptive and Learning Agents - International Workshop, 2011

Solving delayed coordination problems in MAS.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

Multi-Agent Systems and Large State Spaces.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

Proceedings of the Agent and Multi-agent Technology for Internet and Enterprise Systems, 2010

Analyzing the dynamics of stigmergetic interactions through pheromone games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

Theor. Comput. Sci., 2010

Service differentiation in IP/MPLS over ASON/GMPLS networks.

Walter Colitti, Kris Steenhaut, Pasquale Gurzi, Ann Nowé, Didier Colle, Bart Puype, Mario Pickavet

Photonic Netw. Commun., 2010

Generalized learning automata for multi-agent reinforcement learning.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

AI Commun., 2010

Learning to coordinate in complex networks.

Sven Van Segbroeck, Steven de Jong, Ann Nowé, Francisco C. Santos, Tom Lenaerts

Adapt. Behav., 2010

Lifetime optimization for wireless sensor networks with correlated data gathering.

Nashat Abughalieh, Yann-Aël Le Borgne, Kris Steenhaut, Ann Nowé

Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010

Demonstrating principal component aggregation for distributed spatial pattern recognition.

Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut, Gianluca Bontempi

Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

Distributed regression for high-level feature extraction in wireless sensor networks.

Yann-Aël Le Borgne, Ann Nowé, Nashat Abughalieh, Kris Steenhaut

Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010

Lifetime optimization for sensor networks with correlated data gathering.

Nashat Abughalieh, Yann-Aël Le Borgne, Ann Nowé, Kris Steenhaut

Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010

A New Geometrical BSS Approach for Non Negative Sources.

Cosmin Lazar, Danielle Nuzillard, Ann Nowé

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Sequential Application of Feature Selection and Extraction for Predicting Breast Cancer Aggressiveness.

Jonatan Taminau, Stijn Meganck, Cosmin Lazar, David Y. Weiss Solís, Alain Coletta, Nic Walker, Hugues Bersini, Ann Nowé

Proceedings of the Computational Systems-Biology and Bioinformatics, 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

Learning multi-agent state space representations.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

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

2009

Stochastic Simulation of the Chemoton.

Sven Van Segbroeck, Ann Nowé, Tom Lenaerts

Artif. Life, 2009

Validation of Merging Techniques for Cancer Microarray Data Sets.

Jonatan Taminau, Stijn Meganck, David Y. Weiss Solís, Wilma van Staveren, Geneviève Dom, David Venet, Hugues Bersini, Vincent Detours, Ann Nowé

Aust. J. Intell. Inf. Process. Syst., 2009

Multi-colony ACO and Rough Set Theory to Distributed Feature Selection Problem.

Yudel Gómez, Rafael Bello, Ann Nowé, Enrique Casanovas, Jonatan Taminau

Proceedings of the Distributed Computing, 2009

Maximum flow based Routing and Wavelength Assignment in all-optical networks.

Pasquale Gurzi, Walter Colitti, Kris Steenhaut, Ann Nowé

Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Power Aware Fulfilment of Latency Requirements by Exploiting Heterogeneity in Wireless Sensor and Actuator Networks.

Joris Borms, Kris Steenhaut, Bart Lemmens, Ann Nowé

Proceedings of the 12th Euromicro Conference on Digital System Design, 2009

Software Tools and Methods for Research and Education in Optical Networks.

Sébastien Rumley, Christian Gaumier, Ramon Aparicio-Pardo, Ching-Hung Chang, Walter Colitti, Belen Garcia-Manrubia, Pandelis Kourtessis, Juan Antonio Martínez León, Ann Nowé, Pablo Pavón-Mariño, Joachim Scharf, Kris Steenhaut

Proceedings of the Towards Digital Optical Networks, COST Action 291 Final Report, 2009

Multi-layer Traffic Engineering (MTE) in Grooming Enabled ASON/GMPLS Networks.

Martin Köhn, Walter Colitti, Pasquale Gurzi, Ann Nowé, Kris Steenhaut

Proceedings of the Towards Digital Optical Networks, COST Action 291 Final Report, 2009

The coevolution of loyalty and cooperation.

Sven Van Segbroeck, Francisco C. Santos, Ann Nowé, Jorge M. Pacheco, Tom Lenaerts

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Decentralized Learning in Wireless Sensor Networks.

Mihail Mihaylov, Karl Tuyls, Ann Nowé

Proceedings of the Adaptive and Learning Agents, Second Workshop, 2009

2008

Introduction to Game Theory.

Karl Tuyls, Ann Nowé

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Decentralized Learning in Markov Games.

Peter Vrancx, Katja Verbeeck, Ann Nowé

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

Two Step Swarm Intelligence to Solve the Feature Selection Problem.

Yudel Gómez, Rafael Bello, Amilkar Puris, María M. García, Ann Nowé

J. Univers. Comput. Sci., 2008

Enabling high availability over multiple optical networks.

Dimitri Staessens, Didier Colle, Ilse Lievens, Mario Pickavet, Piet Demeester, Walter Colitti, Ann Nowé, Kris Steenhaut, Ricardo Romeral

IEEE Commun. Mag., 2008

Comparing Distance Measures with Visual Methods.

Isis Bonet, Abdel Rodríguez, Ricardo Grau Ábalo, María M. García, Yvan Saeys, Ann Nowé

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 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

Using Generalized Learning Automata for State Space Aggregation in MAS.

Yann-Michaël De Hauwere, Peter Vrancx, Ann Nowé

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

Speeding-Up ACO Implementation by Decreasing the Number of Heuristic Function Evaluations in Feature Selection Problem.

Yudel Gómez, Rafael Bello, Ann Nowé, Frank Bosmans

Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008

Multilayer traffic engineering and DiffServ in the next generation internet.

Walter Colitti, Kris Steenhaut, Ann Nowé

Proceedings of the Third International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2008), 2008

Adaptive multilayer routing in the next generation GMPLS Internet.

Walter Colitti, Pasquale Gurzi, Kris Steenhaut, Ann Nowé

Proceedings of the Third International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2008), 2008

An Efficient Distributed Self-Organizing Routing Algorithm for Wireless Sensor Networks.

Hugues Smeets, Kris Steenhaut, Ann Nowé

Proceedings of the Second International Conference on Complex, 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

Multilayer Quality and Grade of Service Support for High Speed GMPLS IP/DWDM Networks.

Walter Colitti, Kris Steenhaut, Ann Nowé, Jan Lemeire

Proceedings of the Network-Based Information Systems, First International Conference, 2007

QoS in GMPLS based IP/DWDM Metro Networks.

Walter Colitti, Kris Steenhaut, Ann Nowé

Proceedings of the 15th IEEE Workshop on Local & Metropolitan Area Networks, 2007

Optimal Convergence in Multi-Agent MDPs.

Peter Vrancx, Katja Verbeeck, Ann Nowé

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

Two-Stage Ant Colony Optimization for Solving the Traveling Salesman Problem.

Amilkar Puris, Rafael Bello, Yailen Martínez, Ann Nowé

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Two-Step Particle Swarm Optimization to Solve the Feature Selection Problem.

Rafael Bello, Yudel Gómez, María M. García, Ann Nowé

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Two-Stage ACO to Solve the Job Shop Scheduling Problem.

Amilkar Puris, Rafael Bello, Yaima Trujillo, Ann Nowé, Yailen Martínez

Proceedings of the Progress in Pattern Recognition, 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

Bee Behaviour in Multi-agent Systems.

Nyree Lemmens, Steven de Jong, Karl Tuyls, Ann Nowé

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

2006

A New Measure Based in the Rough Set Theory to Estimate the Training Set Quality.

Yaile Caballero, Rafael Bello, Alberto Taboada-Crispí, Ann Nowé, María M. García, Gladys Casas

Proceedings of the 8th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2006), 2006

Knowledge Discovery and Emergent Complexity in Bioinformatics.

Ronald L. Westra, Karl Tuyls, Yvan Saeys, Ann Nowé

Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 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

Two Step Ant Colony System to Solve the Feature Selection Problem.

Rafael Bello, Amilkar Puris, Ann Nowé, Yailen Martínez, María M. García

Proceedings of the Progress in Pattern Recognition, 2006

Using Pheromone Repulsion to Find Disjoint Paths.

Peter Vrancx, Ann Nowé

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005

Evolutionary game theory and multi-agent reinforcement learning.

Karl Tuyls, Ann Nowé

Knowl. Eng. Rev., 2005

A model based on ant colony system and rough set theory to feature selection.

Rafael Bello, Ann Nowé, Yaile Caballero, Yudel Gómez, Peter Vrancx

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

High-density wireless sensor networks: a new clustering approach for prediction-based monitoring.

Pieter Beyens, Ann Nowé, Kris Steenhaut

Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005

Multi-type ACO for light path protection.

Peter Vrancx, Ann Nowé, Kris Steenhaut

Proceedings of the EUMAS 2005, 2005

Linear genetic programming using a compressed genotype representation.

Johan Parent, Ann Nowé, Kris Steenhaut, Anne Defaweux

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Compressed Linear Genetic Programming: empirical parameter study on the Even-n-parity problem.

Johan Parent, Ann Nowé, Anne Defaweux, Kris Steenhaut

Proceedings of the BNAIC 2005, 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

An Evolutionary Game Theoretic Perspective on Learning in Multi-Agent Systems.

Karl Tuyls, Ann Nowé, Tom Lenaerts, Bernard Manderick

Synth., 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

Efficient Protection in MPλS Networks Using Backup Trees: Part Two - Simulations.

Adelbert Groebbens, Didier Colle, Sophie De Maesschalck, Ilse Lievens, Mario Pickavet, Piet Demeester, Lan Tran, Kris Steenhaut, Ann Nowé

Photonic Netw. Commun., 2003

Efficient Protection in MPλS Networks Using Backup Trees: Part One - Concepts and Heuristics.

Adelbert Groebbens, Didier Colle, Sophie De Maesschalck, Ilse Lievens, Mario Pickavet, Piet Demeester, Lan Tran, Kris Steenhaut, Ann Nowé

Photonic Netw. Commun., 2003

Efficient Usage of Capacity Resources in Survivable MP lambda S Networks.

Lan Tran, Kris Steenhaut, Ann Nowé, Mario Pickavet, Piet Demeester

Proceedings of the Quality of Service in Multiservice IP Networks, 2003

Extended Replicator Dynamics as a Key to Reinforcement Learning in Multi-agent Systems.

Karl Tuyls, Dries Heytens, Ann Nowé, Bernard Manderick

Proceedings of the Machine Learning: ECML 2003, 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

Evolving Compression Preprocessors With Genetic Programming.

Johan Parent, Ann Nowé

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 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

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

Sugeno, Mamdani, and fuzzy Mamdani controllers put in a uniform interpolation framework.

Ann Nowé

Int. J. Intell. Syst., 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

1993

A Reinforcement Learning Algorithm based on "Safety".

Ann Nowé, Ranjan Vepa

Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993

1992

A self-tuning robust fuzzy controller.

Ann Nowé

Microprocess. Microprogramming, 1992

1989

An environment for knowledge based transformational implementation.

Viviane Jonckers, Ann Nowé

Proceedings of the Second International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1989, June 6-9, 1989, Tullahoma, TN, USA, 1989