Timothy Verstraeten

发表

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

Ann Nowé, Felipe Gomez Marulanda, Pieter Libin, 2018, 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI).

Drivetrain reliability improvements from long-term field data processed in the cloud

Timothy Verstraeten, Ann Nowé, Jan Helsen, 2019 .

Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

Timothy Verstraeten, Diederik M. Roijers, Jan Helsen, 2019, Scientific Reports.

Privacy Preserving Reinforcement Learning over Distributed Datasets

Ann Dooms, Ann Nowé, Timothy Verstraeten, 2019, BNAIC/BENELEARN.

Efficient Evaluation of Influenza Mitigation Strategies Using Preventive Bandits

Peter Vrancx, Ann Nowé, Pieter Libin, 2017, AAMAS Workshops.

Deep reinforcement learning for large-scale epidemic control pdf

Philippe Lemey, Pieter Libin, Timothy Verstraeten, 2020, ECML/PKDD.

Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics

Pieter Libin, Timothy Verstraeten, Niel Hens, 2020, PLoS Comput. Biol..

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

Timothy Verstraeten, Diederik M. Roijers, Eugenio Bargiacchi, 2020, ArXiv.

Thompson Sampling for m-top Exploration

Ann Nowé, Pieter Libin, Timothy Verstraeten, 2019, BNAIC/BENELEARN.

Scalable Optimization for Wind Farm Control using Coordination Graphs pdf

Timothy Verstraeten, Diederik M. Roijers, Jan Helsen, 2021, AAMAS.

Bayesian Anytime m-top Exploration

Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI).

Advanced Vibration Signal Processing Using Edge Computing to Monitor Wind Turbine Drivetrains

Ann Nowé, Timothy Verstraeten, Jan Helsen, 2019 .

Fleet Control using Coregionalized Gaussian Process Policy Iteration pdf

Timothy Verstraeten, Pieter JK Libin, Ann Now'e, 2020, ECAI.

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

Ann Nowé, Timothy Verstraeten, Diederik M. Roijers, 2018, ICML.

Combining Machine Learning and Operational Modal Analysis Approaches to Gain Insights in Wind Turbine Drivetrain Dynamics

Patrick Guillaume, Timothy Verstraeten, Jan Helsen, 2020 .

Deep hybrid approach for 3D plane segmentation

Ann Nowé, Felipe Gomez Marulanda, Pieter Libin, 2019, ESANN.

Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies pdf

Ann Nowé, Pieter Libin, Timothy Verstraeten, 2017, ECML/PKDD.

Combining Edge and Cloud Computing for Monitoring a Fleet of Wind Turbine Drivetrains Using Combined Machine Learning Signal Processing Approaches

Ann Nowé, Timothy Verstraeten, Jan Helsen, 2019 .

Fleetwide data-enabled reliability improvement of wind turbines pdf

Yi Guo, Jonathan Keller, Ann Nowé, 2019, Renewable and Sustainable Energy Reviews.

Thompson Sampling for Factored Multi-Agent Bandits

Timothy Verstraeten, Diederik M. Roijers, Eugenio Bargiacchi, 2019, AAMAS.

Edge computing for advanced vibration signal processing

Ann Nowé, Felipe Gomez Marulanda, Timothy Verstraeten, 2019 .

Failure Avoidance for Wind Turbines through Fleetwide Control

Ann Nowé, Timothy Verstraeten, Jan Helsen, 2019, BNAIC/BENELEARN.

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

Ann Nowé, Timothy Verstraeten, Diederik M. Roijers, 2020, Neural Computing and Applications.

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

Fredrik Heintz, Marcello Restelli, Timothy Verstraeten, 2021, Autonomous Agents and Multi-Agent Systems.

Wind turbine drivetrains: state-of-the-art technologies and future development trends

Henk Polinder, Sofia Koukoura, Alasdair McDonald, 2021, Wind Energy Science.

Cooperative Prioritized Sweeping

Timothy Verstraeten, Diederik M. Roijers, Eugenio Bargiacchi, 2021, AAMAS.

Expected Scalarised Returns Dominance: A New Solution Concept for Multi-Objective Decision Making pdf

Timothy Verstraeten, Diederik M. Roijers, Patrick Mannion, 2021, Neural Computing and Applications.

Effects of wake on gearbox design load cases identified from fleet-wide operational data

Timothy Verstraeten, Jan Helsen, Cédric Peeters, 2021 .

Deep reinforcement learning for large-scale epidemic control

Timothy Verstraeten, Niel Hens, Philippe Lemey, 2020, ECML/PKDD.