Projects per year
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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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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
Open AccessFile30 Downloads (Pure) -
MoveRL: To A Safer Robotic Reinforcement Learning Environment
Liu, G., De Winter, J., Vanderborght, B., Nowe, A. & Steckelmacher, D., 2022, The 33rd Benelux Conference on Artificial Intelligence and the 30th Belgian Dutch Conference on Machine Learning (BNAIC/BENELEARN 2021): AI in ACTION Joint International Scientific Conferences on AI. Leiva, L. A., Pruski, C., Markovich, R., Najjar, A. & Schommer, C. (eds.). CCIS: Springer, Vol. 1530. p. 239-253 15 p. (Communications in Computer and Information Science; vol. 1530).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Reviewing machine learning of corrosion prediction in a data-oriented perspective
Coelho, L. B., Zhang, D., Van Ingelgem, Y., Steckelmacher, D., Nowe, A. & Terryn, H., 26 Jan 2022Research output: Other contribution
2 Citations (Scopus) -
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Steckelmacher, D., Plisnier, H. & Nowe, A., 2021. 6 p.Research output: Unpublished contribution to conference › Unpublished paper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 AccessFile85 Downloads (Pure) -
Shepherd: Reinforcement Learning as a Service withDistributed Execution
Plisnier, H., Steckelmacher, D. & Nowe, A., 10 Nov 2021, (Unpublished) p. 726-728.Research output: Unpublished contribution to conference › Unpublished paper
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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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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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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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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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
Press / Media
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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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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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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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