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Stefan Wegenkittl
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2020 – today
- 2023
- [c9]Reuf Kozlica, Stefan Wegenkittl, Simon Hirländer:
Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task. ISIE 2023: 1-6 - [i4]Georg Schäfer, Reuf Kozlica, Stefan Wegenkittl, Stefan Huber:
An Architecture for Deploying Reinforcement Learning in Industrial Environments. CoRR abs/2306.01420 (2023) - [i3]Reuf Kozlica, Georg Schäfer, Simon Hirländer, Stefan Wegenkittl:
A Modular Test Bed for Reinforcement Learning Incorporation into Industrial Applications. CoRR abs/2306.01440 (2023) - [i2]Reuf Kozlica, Stefan Wegenkittl, Simon Hirländer:
Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task. CoRR abs/2306.01451 (2023) - 2022
- [j13]Cornelia Ferner, Stefan Wegenkittl:
Benefits from Variational Regularization in Language Models. Mach. Learn. Knowl. Extr. 4(2): 542-555 (2022) - [c8]Jonas Harb, Sarah Riedmann, Stefan Wegenkittl:
Strategies for Developing a Supervisory Controller with Deep Reinforcement Learning in a Production Context. CCTA 2022: 869-874 - [c7]Georg Schäfer, Reuf Kozlica, Stefan Wegenkittl, Stefan Huber:
An Architecture for Deploying Reinforcement Learning in Industrial Environments. EUROCAST 2022: 569-576 - 2021
- [j12]Clemens Havas, Lorenz Wendlinger, Julian Stier, Sahib Julka, Veronika Krieger, Cornelia Ferner, Andreas Petutschnig, Michael Granitzer, Stefan Wegenkittl, Bernd Resch:
Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics. ISPRS Int. J. Geo Inf. 10(8): 498 (2021) - [j11]Mona Bartling, Clemens Havas, Stefan Wegenkittl, Tumasch Reichenbacher, Bernd Resch:
Modeling Patterns in Map Use Contexts and Mobile Map Design Usability. ISPRS Int. J. Geo Inf. 10(8): 527 (2021) - [i1]Maximilian Ernst Tschuchnig, Cornelia Ferner, Stefan Wegenkittl:
Sequential IoT Data Augmentation using Generative Adversarial Networks. CoRR abs/2101.05003 (2021) - 2020
- [j10]Cornelia Ferner, Clemens Havas, Elisabeth Birnbacher, Stefan Wegenkittl, Bernd Resch:
Automated Seeded Latent Dirichlet Allocation for Social Media Based Event Detection and Mapping. Inf. 11(8): 376 (2020) - [c6]Maximilian Ernst Tschuchnig, Cornelia Ferner, Stefan Wegenkittl:
Sequential IoT Data Augmentation Using Generative Adversarial Networks. ICASSP 2020: 4212-4216
2010 – 2019
- 2019
- [j9]Cornelia Ferner, Günther Eibl, Andreas Unterweger, Sebastian Burkhart, Stefan Wegenkittl:
Pool detection from smart metering data with convolutional neural networks. Energy Inform. 2(S1) (2019) - [c5]Christine Bauer, Markus Schedl, Vera Angerer, Stefan Wegenkittl:
Tastalyzer: Audiovisual Exploration of Urban and Rural Variations in Music Taste. ACM Multimedia 2019: 1044-1046 - [c4]Cornelia Ferner, Stefan Wegenkittl:
A Semi-discriminative Approach for Sub-sentence Level Topic Classification on a Small Dataset. ECML/PKDD (2) 2019: 697-710 - 2015
- [j8]Josef Laimer, Heidi Hofer, Marko Fritz, Stefan Wegenkittl, Peter Lackner:
MAESTRO - multi agent stability prediction upon point mutations. BMC Bioinform. 16: 116:1-116:13 (2015)
2000 – 2009
- 2003
- [j7]Peter Hellekalek, Stefan Wegenkittl:
Empirical evidence concerning AES. ACM Trans. Model. Comput. Simul. 13(4): 322-333 (2003) - 2002
- [j6]Pierre L'Ecuyer, Richard J. Simard, Stefan Wegenkittl:
Sparse Serial Tests of Uniformity for Random Number Generators. SIAM J. Sci. Comput. 24(2): 652-668 (2002) - 2001
- [j5]Thomas Schell, Stefan Wegenkittl:
Looking Beyond Selection Probabilities: Adaptation of the X2Measure for the Performance Analysis of Selection Methods in GAs. Evol. Comput. 9(2): 243-256 (2001) - [j4]Stefan Wegenkittl:
Entropy estimators and serial tests for ergodic chains. IEEE Trans. Inf. Theory 47(6): 2480-2489 (2001)
1990 – 1999
- 1999
- [j3]Stefan Wegenkittl, Makoto Matsumoto:
Getting rid of correlations among pseudorandom numbers: discarding versus tempering. ACM Trans. Model. Comput. Simul. 9(3): 282-294 (1999) - [c3]Karl Entacher, Andreas Uhl, Stefan Wegenkittl:
Parallel Random Number Generation: Long-Range Correlations Among Multiple Processors. ACPC 1999: 107-116 - [c2]Stefan Wegenkittl:
Monkeys, gambling, and return times: assessing pseudorandomness. WSC 1999: 625-631 - 1998
- [j2]Karl Entacher, Andreas Uhl, Stefan Wegenkittl:
Linear Congruential Generators for Parallel Monte Carlo: the Leap-Frog Case. Monte Carlo Methods Appl. 4(1): 1-16 (1998) - [c1]Karl Entacher, Andreas Uhl, Stefan Wegenkittl:
Linear and Inversive Pseudorandom Numbers for Parallel and Distributed Simulation. Workshop on Parallel and Distributed Simulation 1998: 90-97 - 1997
- [j1]Hannes Leeb, Stefan Wegenkittl:
Inversive and Linear Congruential Pseudorandom Number Generators in Empirical Tests. ACM Trans. Model. Comput. Simul. 7(2): 272-286 (1997)
Coauthor Index
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