Researcher
Peter Vrancx
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Engineering and technology
Affiliations
- Artificial Intelligence (Research group)
Member
From1 Oct 2004 → Today - Informatics and Applied Informatics (Department)
Member
From1 Oct 2022 → Today - Informatics and Applied Informatics (Department)
Member
From1 Oct 2022 → 20 Oct 2022 - Informatics and Applied Informatics (Department)
Member
From1 Oct 2021 → 30 Sep 2022 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From22 Jun 2017 → 7 Sep 2017 - Informatics and Applied Informatics (Department)
Member
From1 Jan 2016 → 31 Jul 2017 - Informatics and Applied Informatics (Department)
Member
From1 Oct 2004 → 30 Sep 2022 - Computational Modelling (Research group)
Member
From1 Oct 2004 → 30 Sep 2016
Publications
1 - 10 of 14
- When Are Graph Neural Networks Better Than Structure-Agnostic Methods?(2022)
Authors: Frederik Ruelens, Peter Vrancx
Pages: 1-10Number of pages: 10 - Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets(2018)Series: AAAI Conference on Artificial Intelligence
Authors: Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Helene Plisnier, Ann Nowe
Pages: 4099-4106Number of pages: 8 - Multi-objectivization and ensembles of shapings in reinforcement learning(2017)
Authors: Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowe, Matthew Taylor
Pages: 48-59 - Analysing Congestion Problems in Multi-agent Reinforcement Learning(2017)Volume: 3
Authors: Roxana Radulescu, Peter Vrancx, Ann Nowe
Pages: 1705-1707Number of pages: 3 - Analysing Congestion Problems in Multi-agent Reinforcement Learning(2017)
Authors: Roxana Radulescu, Peter Vrancx, Ann Nowe
Number of pages: 8 - Efficient evaluation of influenza mitigation strategies using preventive bandits(2017)Series: Lecture Notes in Computer Science
Authors: Pieter J K Libin, Timothy Verstraeten, Kristof Theys, Diederik M. Roijers, Peter Vrancx, Ann Nowe
Pages: 67-85 - Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control(2016)
Authors: Bert Claessens, Peter Vrancx, Frederik Ruelens
- A Reinforcement Learning Approach for Interdomain Routing with Link Prices(2015)
Authors: Peter Vrancx, Pasquale Gurzi, Abdel Rodriguez, Kris Steenhaut, Ann Nowe
Pages: 1-26 - Tuning hydrostatic two-output drive-train controllers using reinforcement learning(2014)
Authors: Kevin Bert Van Vaerenbergh, Peter Vrancx, Yann-Michaël De Hauwere, Ann Nowe, Erik Hostens
Pages: 975-985 - A Reinforcement Learning Approach to Coordinate Exploration with Limited Communication in Continuous Action Games.(2014)
Authors: Abdel Rodriguez, Peter Vrancx, Ann Nowe