Projects per year
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Projects
- 1 Finished
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FWOTM821: Leveraging environment structure to learn reusable skills for autonomous agents
1/10/16 → 31/12/20
Project: Fundamental
Research output
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Sample-Efficient Reinforcement Learning for Continuous Actions with Continuous BDPI
Steckelmacher, D., Plisnier, H. & Nowe, A., 2021. 6 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile1 Downloads (Pure) -
Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning
Coppens, Y., Steckelmacher, D., Jonker, C. M. & Nowe, A., 15 Feb 2021, (Accepted/In press) Trustworthy AI - Integrating Learning, Optimization and Reasoning: First International Workshop, TAILOR 2020, Virtual Event, September 4–5, 2020, Revised Selected Papers. Heintz, F., Milano, M. & O'Sullivan, B. (eds.). Springer International Publishing, 17 p. (Lecture Notes in Artificial Intelligence; vol. 12641).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Model-Free Reinforcement Learning for Real-World Robots
Steckelmacher, D., 6 Nov 2020, Brussels: VUBPRESS. 194 p.Research output: Thesis › PhD thesis
Open AccessFile -
Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics
Steckelmacher, D., Plisnier, H., Roijers, D. & Nowe, A., 2020, Lecture Notes in Artificial Intelligence: Machine Learning and Knowledge Discovery in Databases (ECML-PKDD proceedings), volume III. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Springer, Vol. 11908. p. 19-34 16 p. 48. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11908 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access -
Synthesising Reinforcement Learning Policies through Set-Valued Inductive Rule Learning
Coppens, Y., Steckelmacher, D., Jonker, C. M. & Nowe, A., 4 Sep 2020. 16 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access
Prizes
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Best Demonstration Award
Denis Steckelmacher (Recipient), Helene Plisnier (Recipient) & Ann Nowe (Recipient), 8 Nov 2019
Prize: Prize (including medals and awards)
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BNAIC SKBS Best Demo Award
Denis Steckelmacher (Recipient), Hélène Plisnier (Recipient), Diederik M. Roijers (Recipient) & Ann Nowé (Recipient), 9 Nov 2017
Prize: Prize (including medals and awards)
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Fleurice Mercier Prize
Denis Steckelmacher (Recipient), 1 Jul 2012
Prize: Prize (including medals and awards)
Activities
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International Conference in Machine Learning 2019 (Event)
Denis Steckelmacher (Peer reviewer)20 Jan 2019 → 31 Mar 2019Activity: Publication peer-review and editorial work › Publication peer-review
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European Conference on Machine Learning 2019
Denis Steckelmacher (Participant), Helene Plisnier (Participant)16 Sep 2019 → 20 Sep 2019Activity: Participating in or organising an event › Participation in conference
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Preliminaries to Reinforcement Learning
Denis Steckelmacher (Lecturer)27 Mar 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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BNAIC 2019
Denis Steckelmacher (Participant)6 Nov 2019 → 8 Nov 2019Activity: Participating in or organising an event › Participation in conference
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Learning and Planning in Partially-Observable MDPs
Denis Steckelmacher (Speaker)22 Feb 2019Activity: Talk or presentation › Talk at an external academic organisation
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Press / Media
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How the VUB AI Experience Center links AI research done at the VUB with Brussels companies
18/02/20
1 Media contribution
Press/Media: Expert Comment
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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 Media contribution
Press/Media: Public Engagement Activities
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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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Reinforcement Learning in Complex Environments: Evaluating Algorithms on Image Classification
Author: Steckelmacher, D., 17 Jun 2016Supervisor: Vrancx, P. (Co-promotor) & Lenaerts, T. (Promotor)
Student thesis: Master's Thesis
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