Researcher
Ann Nowe
- Keywords:Electronics and electrical engineering, Computer science (incl. applied informatics)
- Disciplines:Machine learning and decision making, Adaptive agents and intelligent robotics, Data mining
Affiliations
- Artificial Intelligence (Research group)
Responsible
From1 Oct 2018 → Today - Informatics and Applied Informatics (Department)
Member
From8 Apr 2019 → Today - Electronics and Informatics (Department)
Member
From8 Apr 2019 → Today - Electronics and Informatics (Department)
Member
From1 May 2005 → 20 Oct 2022 - Informatics and Applied Informatics (Department)
Member
From1 Oct 1999 → 20 Oct 2022 - Informatics and Telecommunication (Department)
Member
From1 Oct 1999 → 30 Apr 2005 - Informatics and Telecommunication (Department)
Member
From1 Feb 1988 → 30 Sep 1999
Projects
11 - 20 of 56
- Decision-making in team-reward multi-objective multi-agent domainsFrom1 Oct 2022 → TodayFunding: FWO junior postdoctoral fellowship
- SBO Project: CTRL schemes merged with eXplainable AI for t(h)rustworthy control of physical dynamic systems (CTRLxAI=T(H)RUST)From1 Oct 2022 → TodayFunding: FWO Strategic Basic Research (SBO)
- ICON Project OPTIMESHFrom1 Apr 2022 → TodayFunding: VLAIO - Flux50 - ICON
- IOF GEAR: Artificial Intelligence LabFrom1 Jan 2022 → TodayFunding: IOF - technology validation in real environment, IOF - mandates
- Connect 2022: AI4WATSAF: Artificial Intelligence based tool for Water SafetyFrom1 Jan 2022 → 31 Mar 2022Funding: Brussels Capital Region
- Reinforcement Learning in Multi-Objective Multi-Agent SystemsFrom1 Nov 2021 → 31 Oct 2023Funding: FWO fellowships
- IOF Proof of Concept: Gonogo - Go/no-go decision support with AIFrom15 Jul 2021 → 14 Apr 2023Funding: IOF - technology concept exploration
- ICON project: RAINBOWFrom4 Jan 2021 → TodayFunding: VLAIO - Blue Cluster - ICON
- IOF PoC “aSOMI – a State of Minds Interface”.From1 Jan 2021 → 31 Dec 2022Funding: IOF - technology concept exploration
- DESCARTES - infectious DisEaSe eConomics and Ai with guaRanTEeSFrom1 Jan 2021 → TodayFunding: BOF - iBOF
Publications
1 - 10 of 253
- Controlling large scale multi-agent environments with model-based reinforcement learning(2024)
Authors: Eugenio Bargiacchi, Ann Nowe, Diederik M. Roijers
Number of pages: 150 - Comparison of MCMC adaption schemes(2024)
Authors: Edna Milgo, Ann Nowe, Bernard Manderick, Peter Waiganjo Wagacha
Number of pages: 180 - Natural gradient based adaptive Markov chain Monte Carlo(2024)
Authors: Nixon Ronoh, Ann Nowe, Bernard Manderick, Ambrose Kiprop
Number of pages: 234 - A knowledge graph approach to predict and interpret disease-causing gene interactions(2023)
Authors: Alexandre Renaux, Chloé Terwagne, Michael Cochez, Ilaria Tiddi, Ann Nowe, Tom Lenaerts
- Faster and more accurate pathogenic combination predictions with VarCoPP2.0(2023)
Authors: Nassim Versbraegen, Barbara Gravel, Charlotte Nachtegael, Alexandre Renaux, Emma Verkinderen, Ann Nowe, Tom Lenaerts, Sofia Papadimitriou
- An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems(2023)
Authors: Glenn Ceusters, Muhammad Andy Putratama, Rüdiger Franke, Ann Nowe, Maarten Messagie
- Early Fault Detection Using Deep Learning on Compressed Cyclic Spectral Coherence Maps(2023)Series: Proceedings of the ASME Turbo ExpoVolume: 14
Authors: Fabian Ramiro Perez Sanjines, Cédric Peeters, Timothy Verstraeten, Ivo Vervlimmeren, Ann Nowe, Jan Helsen
Number of pages: 9 - Patient-reported outcome measures on mental health and psychosocial factors in patients with Brugada syndrome(2023)
Authors: Stefaan Six, Peter Theuns, Pieter J K Libin, Ann Nowe, Luigi Pannone, Bart Bogaerts, Simon Jaxy, Catharina Olsen, Gudrun Pappaert, Isel Grau, et al.
Pages: 1-10 - Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making(2023)Series: Proceedings of Machine Learning ResearchVolume: 202
Authors: Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowe
Pages: 79-90Number of pages: 12 - Dealing with Expert Bias in Collective Decision-Making(2023)
Authors: Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowe