Michel Tokic - RankMe

20 papers A 1B 2C 1Misc 3Journal 6Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	TSFM in-context learning for time-series classification of bearing-health status. CoRR Michel Tokic, Slobodan Djukanovic, Anja von Beuningen, Cheng Feng
2020	B	`conf`	Handling missing data in recurrent neural networks for air quality forecasting. ESANN Michel Tokic, Anja von Beuningen, Christoph Tietz, Hans-Georg Zimmermann
2020	J	`jnl`	Modeling System Dynamics with Physics-Informed Neural Networks Based on Lagrangian Mechanics. CoRR Manuel A. Roehrl, Thomas A. Runkler, Veronika Brandtstetter, Michel Tokic, Stefan Obermayer
2017	J	`jnl`	A Benchmark Environment Motivated by Industrial Control Problems. CoRR Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
2017	—	`conf`	A benchmark environment motivated by industrial control problems. SSCI Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
2017	J	`jnl`	Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. CoRR Daniel Hein, Steffen Udluft, Michel Tokic, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
2017	B	`conf`	Batch reinforcement learning on the industrial benchmark: First experiences. IJCNN Daniel Hein, Steffen Udluft, Michel Tokic, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
2016	J	`jnl`	Introduction to the "Industrial Benchmark". CoRR Daniel Hein, Alexander Hentschel, Volkmar Sterzing, Michel Tokic, Steffen Udluft
2013	—	`conf`	Meta-Learning of Exploration and Exploitation Parameters with Replacing Eligibility Traces. PSL Michel Tokic, Friedhelm Schwenker, Günther Palm
2013	—	`—`	Reinforcement Learning mit adaptiver Steuerung von Exploration und Exploitation. Michel Tokic
2013	J	`jnl`	Reinforcement Learning: Psychologische und neurobiologische Aspekte. Künstliche Intell. Michel Tokic
2012	—	`conf`	Adaptive Exploration Using Stochastic Neurons. ICANN (2) Michel Tokic, Günther Palm
2012	—	`conf`	Conceptual Design of a Dynamic Risk-Assessment Server for Autonomous Robots. ROBOTIK Philipp Ertle, Michel Tokic, Tobias Bystricky, Marius Ebel, Holger Voos, Dirk Söffker
2012	—	`conf`	Gradient Algorithms for Exploration/Exploitation Trade-Offs: Global and Local Variants. ANNPR Michel Tokic, Günther Palm
2012	A	`conf`	Towards learning of safety knowledge from human demonstrations. IROS Philipp Ertle, Michel Tokic, Richard Cubek, Holger Voos, Dirk Söffker
2011	Misc	`conf`	Value-Difference Based Exploration: Adaptive Control between Epsilon-Greedy and Softmax. KI Michel Tokic, Günther Palm
2011	C	`conf`	Work in progress - Programming in a confined space - A case study in porting modern robot software to an antique platform. FIE Stacey L. Montresor, Jennifer S. Kay, Michel Tokic, Jonathan M. Summerton
2010	Misc	`conf`	Adaptive epsilon-Greedy Exploration in Reinforcement Learning Based on Value Difference. KI Michel Tokic
2009	Misc	`conf`	The Crawler, A Class Room Demonstrator for Reinforcement Learning. FLAIRS Michel Tokic, Wolfgang Ertel, Joachim Fessler
2009	—	`conf`	The Teaching-Box: A universal robot learning framework. ICAR Wolfgang Ertel, Markus Schneider, Richard Cubek, Michel Tokic