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Lechner, Mathias
 
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Results 1-19 of 19 (Search time: 0.002 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Brunnbauer, Axel ; Berducci, Luigi ; Brandstätter, Andreas ; Lechner, Mathias ; Hasani, Ramin ; Rus, Daniela ; Grosu, Radu Latent Imagination Facilitates Zero-Shot Transfer in Autonomous RacingInproceedings Konferenzbeitrag 2022
2Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu On The Verification of Neural ODEs with Stochastic GuaranteesKonferenzbeitrag Inproceedings2021
3Babaiee, Zahra ; Hasani, Ramin ; Lechner, Mathias ; Rus, Daniela ; Grosu, Radu On-Off Center-Surround Receptive Fields for Accurate and Robust Image ClassificationKonferenzbeitrag Inproceedings2021
4Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu Liquid Time-Constant NetworksKonferenzbeitrag Inproceedings2021
5Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu ; Rus, Daniela ; Henzinger, Thomas A. Adversarial Training is Not Ready for Robot LearningKonferenzbeitrag Inproceedings 2021
6Sietzen, Stefan ; Lechner, Mathias ; Borowski, Judy ; Hasani, Ramin ; Waldner, Manuela Interactive Analysis of CNN RobustnessArtikel Article 2021
7ICRA2020_paper.pdf.jpgLechner, Mathias ; Hasani, Ramin ; Rus, Daniela ; Grosu, Radu Gershgorin Loss Stabilizes the Recurrent Neural Network Compartment of an End-to-end Robot Learning SchemeInproceedings Konferenzbeitrag 31-Aug-2020
8icml2020_tw (2).pdf.jpgHasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu The Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural CircuitsInproceedings Konferenzbeitrag 31-Jul-2020
9Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural CircuitsKonferenzbeitrag Inproceedings 2020
10Grünbacher, Sophie ; Cyranka, Jacek ; Lechner, Mathias ; Islam, Ariful ; Smolka, Scott A. ; Grosu, Radu Lagrangian Reachtubes: The Next GenerationPreprint Preprint2020
11Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu On The Verification of Neural ODEs with Stochastic GuaranteesPreprint Preprint2020
12Lechner, Mathias ; Hasani, Ramin ; Amini, Alexander ; Henzinger, Thomas A. ; Rus, Daniela ; Grosu, Radu Neural Circuit Policies Enabling Auditable AutonomyArtikel Article 2020
13Gruenbacher, Sophie ; Cyranka, Jacek ; Lechner, Mathias ; Islam, Md. Ariful ; Smolka, Scott A. ; Grosu, Radu Lagrangian Reachtubes: The Next GenerationKonferenzbeitrag Inproceedings2020
14Lechner, Mathias ; Hasani, Ramin ; Zimmer, Manuel ; Henzinger, Thomas A. ; Grosu, Radu Designing Worm-inspired Neural Networks for Interpretable Robotic ControlKonferenzbeitrag Inproceedings 2019
15Hasani, Ramin ; Amini, Alexander ; Lechner, Mathias ; Naser, Felix ; Grosu, Radu ; Rus, Daniela Response Characterization for Auditing Cell Dynamics in Long Short-term Memory NetworksKonferenzbeitrag Inproceedings 2019
16Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu Interpretable Neuronal Circuit Policies for Reinforcement Learning EnvironmentsKonferenzbeitrag Inproceedings 2018
17Hasani, Ramin ; Amini, Alexander ; Lechner, Mathias ; Naser, Felix ; Grosu, Radu ; Rus, Daniela Response Characterization for Auditing Cell Dynamics in Long Short-term Memory NetworksKonferenzbeitrag Inproceedings 2018
18Lechner, Mathias ; Grosu, Radu ; Hasani, Ramin Worm-level Control through Search-based Reinforcement LearningKonferenzbeitrag Inproceedings2017
19Lechner, Mathias Brain-inspired neural controlThesis Hochschulschrift2017