Projects per year
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Dive into the research topics where Denis Steckelmacher is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Synergistic Task and Motion Planning with Reinforcement Learning-Based Non-Prehensile Actions
Liu, G., De Winter, J., Steckelmacher, D., Hota, R. K., Nowe, A. & Vanderborght, B., 15 Mar 2023, (Accepted/In press) In: IEEE Robotics and Automation Letters. 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A data-centric review on machine learning of corrosion prediction
Vangrunderbeek, V., Bertolucci Coelho, L., Van Ingelgem, Y., Terryn, H., Nowe, A., Steckelmacher, D. & Zhang, D., 28 Aug 2022, Reviewing machine learning of corrosion prediction in a data-oriented perspective. npj materials degradationResearch output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Author Correction: Reviewing machine learning of corrosion prediction in a data-oriented perspective (vol 6, 8, 2022)
Coelho, L. B., Zhang, D., Van Ingelgem, Y., Steckelmacher, D., Nowe, A. & Terryn, H., 25 Aug 2022Research output: Other contribution
Open AccessFile1 Citation (Scopus)2 Downloads (Pure) -
Deep learning for biosignal control: insights from basic to real-time methods with recommendations
Dillen, A., Steckelmacher, D., Efthymiadis, K., Langlois, K., De Beir, A., Marusic, U., Vanderborght, B., Nowe, A., Meeusen, R., Ghaffari, F., Romain, O. & De Pauw, K., 28 Feb 2022, In: Journal of Neural Engineering. 19, 1, 011003.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)90 Downloads (Pure) -
Fast initialization of control parameters using supervised learning on data from similar assets
Willems, J., Eryilmaz, K., Steckelmacher, D., Depraetere, B., Beck, R., Bey-Temsamani, A., Helsen, J. & Nowe, A., 25 Aug 2022, 2022 IEEE Conference on Control Technology and Applications, CCTA 2022. IEEE, p. 1214-1221 8 p. ThA7.5. (2022 IEEE Conference on Control Technology and Applications, CCTA 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile
Prizes
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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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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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Fleurice Mercier Prize
Steckelmacher, Denis (Recipient), 1 Jul 2012
Prize: Prize (including medals and awards)
Activities
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Introduction to Reinforcement Learning, its uses and ethical considerations
Denis Steckelmacher (Speaker)
30 Jun 2021Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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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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Shepherd: Reinforcement Learning as a Service withDistributed Execution
Denis Steckelmacher (Speaker), Helene Plisnier (Contributor) & Ann Nowe (Contributor)
10 Nov 2021Activity: Talk or presentation › Talk or presentation at a 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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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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