Michel Tokic

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 7

Top Venues

CoRR

ESANN

ICANN (2)

ANNPR

University of Ulm (PHD)

Education History

University of Ulm

PHD

Publications

Manuel A. Roehrl, Thomas A. Runkler, Veronika Brandtstetter, Michel Tokic, Stefan Obermayer
Modeling System Dynamics with Physics-Informed Neural Networks Based on Lagrangian Mechanics. CoRR (2020)
Michel Tokic, Anja von Beuningen, Christoph Tietz, Hans-Georg Zimmermann
Handling missing data in recurrent neural networks for air quality forecasting. ESANN (2020)
Daniel Hein, Steffen Udluft, Michel Tokic, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. CoRR (2017)
Daniel Hein, Steffen Udluft, Michel Tokic, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
Batch reinforcement learning on the industrial benchmark: First experiences. IJCNN (2017)
Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
A Benchmark Environment Motivated by Industrial Control Problems. CoRR (2017)
Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
A benchmark environment motivated by industrial control problems. SSCI (2017)
Daniel Hein, Alexander Hentschel, Volkmar Sterzing, Michel Tokic, Steffen Udluft
Introduction to the "Industrial Benchmark". CoRR (2016)
Michel Tokic, Friedhelm Schwenker, Günther Palm
Meta-Learning of Exploration and Exploitation Parameters with Replacing Eligibility Traces. PSL (2013)
Michel Tokic
Reinforcement Learning: Psychologische und neurobiologische Aspekte. Künstliche Intell. 27 (3) (2013)
Michel Tokic, Günther Palm
Adaptive Exploration Using Stochastic Neurons. ICANN (2) (2012)
Michel Tokic, Günther Palm
Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants. ANNPR (2012)
Philipp Ertle, Michel Tokic, Richard Cubek, Holger Voos, Dirk Söffker
Towards learning of safety knowledge from human demonstrations. IROS (2012)
Philipp Ertle, Michel Tokic, Tobias Bystricky, Marius Ebel, Holger Voos, Dirk Söffker
Conceptual Design of a Dynamic Risk-Assessment Server for Autonomous Robots. ROBOTIK (2012)
Stacey L. Montresor, Jennifer S. Kay, Michel Tokic, Jonathan M. Summerton
Work in progress - Programming in a confined space - A case study in porting modern robot software to an antique platform. FIE (2011)
Michel Tokic, Günther Palm
Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax. KI (2011)
Michel Tokic
Adaptive epsilon-Greedy Exploration in Reinforcement Learning Based on Value Difference. KI (2010)
Michel Tokic, Wolfgang Ertel, Joachim Fessler
The Crawler, A Class Room Demonstrator for Reinforcement Learning. FLAIRS Conference (2009)
Wolfgang Ertel, Markus Schneider, Richard Cubek, Michel Tokic
The Teaching-Box: A universal robot learning framework. ICAR (2009)

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Publication Activity (10 Years)

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Michel Tokic