Projects per year
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Dive into the research topics where Ann Nowe is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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FWOSB142: Fairness in Reinforcement Learning for Allocation Problems.
Nowe, A., Libin, P. & Cimpean, I. A.
1/11/22 → 31/10/26
Project: Fundamental
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FWOSB143: Fault detection and degradation trending using hybrid intelligence techniques and multi-source transfer learning
Helsen, J., Nowe, A. & Jamil, F.
1/11/22 → 31/10/26
Project: Fundamental
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EUAR125: Flanders AI EDIH : Flanders Artificial Intelligence European Digital Innovation Hub
1/11/22 → 31/10/25
Project: Applied
Research output
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A Brief Guide to Multi-Objective Reinforcement Learning and Planning: JAAMAS Track
Hayes, C. F., Radulescu, R., Bargiacchi, E., Källström, J., Macfarlane, M., Reymond, M., Verstraeten, T., Zintgraf, L., Dazeley, R., Heintz, F., Howley, E., Irissappane, A. A., Mannion, P., Nowe, A., De Oliveira Ramos, G., Restelli, M., Vamplew, P. & Roijers, D. M., 2023, (Accepted/In press) The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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A Study of Nash Equilibria in Multi-Objective Normal-Form Games: JAAMAS Track
Röpke, W., Roijers, D. M., Nowe, A. & Radulescu, R., 5 Mar 2023, (Accepted/In press) The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile36 Downloads (Pure) -
Bridging the Gap Between Single and Multi Objective Games
Röpke, W., Groenland, C., Radulescu, R., Nowe, A. & Roijers, D. M., 3 Jan 2023, (Accepted/In press) The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS)Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile1 Downloads (Pure) -
Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence
Perez Sanjines, F. R., Peeters, C., Verstraeten, T., Antoni, J., Nowe, A. & Helsen, J., 15 Feb 2023, In: Mechanical Systems and Signal Processing. 185, 17 p., 109760.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Safe reinforcement learning for multi-energy management systems with known constraint functions
Ceusters, G., Camargo, L. R., Franke, R., Nowé, A. & Messagie, M., Apr 2023, In: Energy and AI. 12, 100227.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure)
Prizes
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ALA best paper award
Roijers, Diederik M. (Recipient), Zintgraf, L. (Recipient), Libin, Pieter (Recipient) & Nowe, Ann (Recipient), May 2018
Prize: National/international honour
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Best Demonstration Award
Steckelmacher, Denis (Recipient), Plisnier, Helene (Recipient) & Nowe, Ann (Recipient), 8 Nov 2019
Prize: Prize (including medals and awards)
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Best regular paper award
Lenaerts, Tom (Recipient), Abels, Axel (Recipient), Nowe, Ann (Recipient) & Trianni, V. (Recipient), 2020
Prize: Prize (including medals and awards)
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BNAIC SKBS Best Demo Award
Steckelmacher, Denis (Recipient), Plisnier, Helene (Recipient), Roijers, Diederik M. (Recipient) & Nowe, Ann (Recipient), 9 Nov 2017
Prize: Prize (including medals and awards)
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IBM Award of Scientific Excellence
Mihaylov, M. E. (Recipient), Razo Zapata, I. (Recipient), Radulescu, Roxana-Teodora (Recipient), Jurado, S. (Recipient), Avellana, N. (Recipient) & Nowe, Ann (Recipient), Jun 2016
Prize: Prize (including medals and awards)
Activities
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Université libre de Bruxelles (External organisation)
Wim Versées (Jury), François Ancien (Presenter), Wim Vranken (Supervisor), Marianne Rooman (Supervisor) & Ann Nowe (Chair)
14 Jan 2022Activity: Membership › Member of PhD committee
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Fault detection and degradation trending using hybrid intelligence techniques and multi-source transfer learning
Faras Jamil (Recipient), Jan Helsen (Supervisor), Cédric Peeters (Supervisor), Timothy Verstraeten (Supervisor) & Ann Nowe (Supervisor)
1 Nov 2022 → 31 Oct 2026Activity: Other › Written proposal
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Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
Florent Delgrange (Speaker), Ann Nowe (Contributor) & Guillermo A. Pérez (Contributor)
7 Nov 2022 → 9 Nov 2022Activity: Talk or presentation › Talk or presentation at a conference
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Self-Transfer Learning
Helene Plisnier (Speaker), Denis Steckelmacher (Contributor) & Ann Nowe (Contributor)
3 May 2021 → 4 May 2021Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Play the Reinforcement Learning Agent
Helene Plisnier (Speaker) & Ann Nowe (Contributor)
10 Nov 2021Activity: Talk or presentation › Talk or presentation at a conference
Press/Media
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Kan je een computer leren fietsen?
Ann Nowe, Youri Coppens & Denis Steckelmacher
22/03/18
1 Media contribution
Press/Media: Public Engagement Activities
Thesis
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Models and algorithms for manpower planning and personnel rostering: Towards an integrated approach.
Author: Komarudin, K., Guerry, M., Vanhaverbeke, L., De Feyter, T., Nowe, A., Vanden Berghe, G. & Tsantas, N., 26 Mar 2015Student thesis: Doctoral Thesis
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The synthesis of 'safe' fuzzy controllers based on reinforcement learning.
Author: Nowe, A. & Jonckers, V., 1994Supervisor: Jonckers, V. (Promotor)
Student thesis: Doctoral Thesis