Timothy Verstraeten

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 31

Top Topics

Reinforcement Learning

Gaussian Process

Multi Armed Bandits

Top Venues

BNAIC/BENELEARN

Publications

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
A Brief Guide to Multi-Objective Reinforcement Learning and Planning. AAMAS (2023)
Alexandra Cimpean, Timothy Verstraeten, Lander Willem, Niel Hens, Ann Nowé, Pieter Libin
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration. CoRR (2023)
Roxana Radulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé
Opponent learning awareness and modelling in multi-objective normal form games. Neural Comput. Appl. 34 (3) (2022)
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
A practical guide to multi-objective reinforcement learning and planning. Auton. Agents Multi Agent Syst. 36 (1) (2022)
Conor F. Hayes, Timothy Verstraeten, Diederik M. Roijers, Enda Howley, Patrick Mannion
Multi-Objective Coordination Graphs for the Expected Scalarised Returns with Generative Flow Models. CoRR (2022)
Timothy Verstraeten, Pieter-Jan Daems, Eugenio Bargiacchi, Diederik M. Roijers, Pieter J. K. Libin, Jan Helsen
Scalable Optimization for Wind Farm Control using Coordination Graphs. CoRR (2021)
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
A Practical Guide to Multi-Objective Reinforcement Learning and Planning. CoRR (2021)
Timothy Verstraeten, Pieter-Jan Daems, Eugenio Bargiacchi, Diederik M. Roijers, Pieter J. K. Libin, Jan Helsen
Scalable Optimization for Wind Farm Control using Coordination Graphs. AAMAS (2021)
Eugenio Bargiacchi, Timothy Verstraeten, Diederik M. Roijers
Cooperative Prioritized Sweeping. AAMAS (2021)
Conor F. Hayes, Timothy Verstraeten, Diederik M. Roijers, Enda Howley, Patrick Mannion
Expected Scalarised Returns Dominance: A New Solution Concept for Multi-Objective Decision Making. CoRR (2021)
Pieter J. K. Libin, Lander Willem, Timothy Verstraeten, Andrea Torneri, Joris Vanderlocht, Niel Hens
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics. PLoS Comput. Biol. 17 (3) (2021)
Pieter J. K. Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé
Deep Reinforcement Learning for Large-Scale Epidemic Control. ECML/PKDD (5) (2020)
Roxana Radulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé
Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games. CoRR (2020)
Eugenio Bargiacchi, Timothy Verstraeten, Diederik M. Roijers, Ann Nowé
Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping. CoRR (2020)
Pieter Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé
Deep reinforcement learning for large-scale epidemic control. CoRR (2020)
Timothy Verstraeten, Eugenio Bargiacchi, Pieter J. K. Libin, Diederik M. Roijers, Ann Nowé
Thompson Sampling for Factored Multi-Agent Bandits. AAMAS (2020)
Timothy Verstraeten, Pieter J. K. Libin, Ann Nowé
Fleet Control Using Coregionalized Gaussian Process Policy Iteration. ECAI (2020)
Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé
IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers. CoRR (2019)
Timothy Verstraeten, Ann Nowé, Jan Helsen
Failure Avoidance for Wind Turbines through Fleetwide Control. BNAIC/BENELEARN (2019)
Timothy Verstraeten, Eugenio Bargiacchi, Pieter J. K. Libin, Diederik M. Roijers, Ann Nowé
Thompson Sampling for Factored Multi-Agent Bandits. CoRR (2019)
Timothy Verstraeten, Pieter J. K. Libin, Ann Nowé
Fleet Control using Coregionalized Gaussian Process Policy Iteration. CoRR (2019)
Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé
Thompson Sampling for m-top Exploration. BNAIC/BENELEARN (2019)
Regis Loeb, Timothy Verstraeten, Ann Nowé, Ann Dooms
Privacy Preserving Reinforcement Learning over Distributed Datasets. BNAIC/BENELEARN (2019)
Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé
Bayesian Anytime m-top Exploration. ICTAI (2019)
Timothy Verstraeten, Ann Nowé, Jonathan Keller, Yi Guo, Shuangwen Sheng, Jan Helsen
Fleetwide data-enabled reliability improvement of wind turbines. CoRR (2019)
Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé
Deep hybrid approach for 3D plane segmentation. ESANN (2019)
Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé
IPC-Net: 3D Point-Cloud Segmentation Using Deep Inter-Point Convolutional Layers. ICTAI (2018)
Pieter J. K. Libin, Timothy Verstraeten, Diederik M. Roijers, Jelena Grujic, Kristof Theys, Philippe Lemey, Ann Nowé
Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies. ECML/PKDD (3) (2018)
Eugenio Bargiacchi, Timothy Verstraeten, Diederik M. Roijers, Ann Nowé, Hado van Hasselt
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems. ICML (2018)
Pieter Libin, Timothy Verstraeten, Kristof Theys, Diederik M. Roijers, Peter Vrancx, Ann Nowé
Efficient Evaluation of Influenza Mitigation Strategies Using Preventive Bandits. AAMAS Workshops (Visionary Papers) (2017)
Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Jelena Grujic, Kristof Theys, Philippe Lemey, Ann Nowé
Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies. CoRR (2017)