Researcher
Peter Vrancx
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Information and computing sciences
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 → Today - 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
From30 Sep 2004 → 29 Sep 2016
Publications
1 - 10 of 44
- When Are Graph Neural Networks Better Than Structure-Agnostic Methods?(2022)
Authors: Diana Gomes, Frederik Ruelens, Kyriakos Efthymiadis, Ann Nowé, 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 - Learning with options that terminate off-policy(2018)
Authors: Anna Harutyunyan, Peter Vrancx, Pierre Luc Bacon, Doina Precup, Ann Nowé
Pages: 3173-3182Number of pages: 10 - Multi-objectivization and ensembles of shapings in reinforcement learning(2017)
Authors: Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowé, Matthew Taylor
Pages: 48-59 - Analysing Congestion Problems in Multi-agent Reinforcement Learning(2017)Volume: 3
Authors: Roxana-Teodora Radulescu, Peter Vrancx, Ann Nowe
Pages: 1705-1707Number of pages: 3 - Analysing Congestion Problems in Multi-agent Reinforcement Learning(2017)
Authors: Roxana-Teodora 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 Libin, Timothy Verstraeten, Kristof Theys, Diederik M. Roijers, Peter Vrancx, Ann Nowe
Pages: 67-85 - Human Guided Ensemble Learning in StarCraft(2016)
Authors: Timothy Verstraeten, Roxana-Teodora Radulescu, Yannick Jadoul, Tom Jaspers, Robrecht Conjaerts, Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowé
Pages: 99-105Number of pages: 7 - 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
- Predicting Seat-Off and Detecting Start-of-Assistance Events for Assisting Sit-to-Stand with an Exoskeleton(2016)
Authors: Kevin Tanghe, Anna Harutyunyan, Erwin Aertbelien, Friedl De Groote, Joris De Schutter, Peter Vrancx, Ann Nowé
Patents
1 - 1 of 1