Projecten per jaar
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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FWOSBO46: SBO Project: CTRL samengevoegd met verklaarbare AI voor betrouwbare controle van fysische dynamische systemen (CTRLxAI=T(H)RUST)
Nowe, A., Steckelmacher, D., Efthymiadis, K. & Schietgat, L.
1/10/22 → 30/09/26
Project: Toegepast
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FWOTM821: Structuur in de omgeving benutten om herbruikbare vaardigheden voor autonome agenten te leren
1/10/16 → 31/12/20
Project: Fundamenteel
Onderzoeksoutput
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CM-GP: Critic-Moderated Genetic Programming
Deproost, S. & Steckelmacher, D., 1 jan 2025, (In preparation)Onderzoeksoutput: Software
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Human-readable programs as the actor of a Reinforcement Learning agent using Critic-Moderated Evolution
Deproost, S., Steckelmacher, D. & Nowe, A., 17 nov 2024, Proceedings of the 2024 Benelux Conference on Artificial Intelligence. Benelux Association for Artificial Intelligence (BNVKI-AIABN), blz. 1-18 14 blz. (BNAIC Proceedings).Onderzoeksoutput: Conference paper
Open Access -
Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning
Liu, G., De Winter, J., Durodié, Y., Steckelmacher, D., Nowe, A. & Vanderborght, B., 9 mei 2024, In: IEEE Robotics and Automation Letters. 9, 6, blz. 5974-5981 8 blz.Onderzoeksoutput: Article › peer review
Open AccessBestand12 Downloads (Pure) -
Programmatic Reinforcement Learning using Critic-Moderated Evolution
Deproost, S., Steckelmacher, D. & Nowe, A., 18 nov 2024, (Unpublished).Onderzoeksoutput: Poster
Bestand9 Downloads (Pure) -
Trustworthy and Explainable Offline Reinforcement Learning by Inferring a Discrete-State Discrete-Action MDP from a Continous-State Continuous-Action dataset
Steckelmacher, D. & Nowe, A., 18 nov 2024, Proceedings of the 2024 Benelux Conference on Artificial Intelligence. Benelux Association for Artificial Intelligence (BNVKI-AIABN), blz. 1-16 14 blz. (BNAIC Proceedings).Onderzoeksoutput: Conference paper
Open AccessBestand9 Downloads (Pure)
Prijzen
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Best Demonstration Award
Steckelmacher, Denis (Recipient), Plisnier, Helene (Recipient) & Nowe, Ann (Recipient), 8 nov 2019
Prijs: Prize (including medals and awards)
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Best Paper Award
Deproost, Senne (Recipient), Steckelmacher, Denis (Recipient) & Nowe, Ann (Recipient), 20 nov 2024
Prijs: Prize (including medals and awards)
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Best paper award (Dutch Foundation of Neural networks 2021)
Liu, Gaoyuan (Recipient), De Winter, Joris (Recipient), Vanderborght, Bram (Recipient), Nowe, Ann (Recipient) & Steckelmacher, Denis (Recipient), 2021
Prijs: 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
Prijs: Prize (including medals and awards)
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Fleurice Mercier Prize
Steckelmacher, Denis (Recipient), 1 jul 2012
Prijs: Prize (including medals and awards)
Activiteiten
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Optimistic Reinforcement Learning-Based Skill Insertions for Task and Motion Planning
Gaoyuan Liu (Speaker), Joris De Winter (Speaker), Yuri Durodié (Speaker), Denis Steckelmacher (Speaker), Ann Nowe (Speaker) & Bram Vanderborght (Speaker)
26 sep 2024Activiteit: Talk or presentation at a conference
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Synergistic Task and Motion Planning With Reinforcement Learning-Based Non-Prehensile Actions
Gaoyuan Liu (Speaker), Joris De Winter (Contributor), Denis Steckelmacher (Contributor), Roshan Kumar Hota (Contributor), Ann Nowe (Contributor) & Bram Vanderborght (Contributor)
2 okt 2023Activiteit: Talk or presentation at a conference
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Introduction to Reinforcement Learning, its uses and ethical considerations
Denis Steckelmacher (Speaker)
30 jun 2021Activiteit: Talk or presentation at a workshop/seminar
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Self-Transfer Learning
Helene Plisnier (Speaker), Denis Steckelmacher (Contributor) & Ann Nowe (Contributor)
3 mei 2021 → 4 mei 2021Activiteit: Talk or presentation at a workshop/seminar
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Shepherd: Reinforcement Learning as a Service withDistributed Execution
Denis Steckelmacher (Speaker), Helene Plisnier (Contributor) & Ann Nowe (Contributor)
10 nov 2021Activiteit: Talk or presentation at a conference
Knipsels
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Prime EUC minister Ursula von der Leyen visits the VUB AI Experience Center
Denis Steckelmacher & Helene Plisnier
18/02/20
1 Mediabijdrage
Pers / media: !!Public Engagement Activities
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How the VUB AI Experience Center links AI research done at the VUB with Brussels companies
18/02/20
1 Mediabijdrage
Pers / media: !!Expert Comment
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Kan je een computer leren fietsen?
Ann Nowe, Youri Coppens & Denis Steckelmacher
22/03/18
1 Mediabijdrage
Pers / media: !!Public Engagement Activities
Scriptie
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Reinforcement Learning in Complex Environments: Evaluating Algorithms on Image Classification
Auteur: Steckelmacher, D., 17 jun 2016Begeleider: Vrancx, P. (Co-promotor) & Lenaerts, T. (Promotor)
Scriptie/Masterproef: Master's Thesis
Bestand