Name Card

Full name Familienname, Vorname
Hasani, Ramin
 
Main Affiliation Organisations­zuordnung
 

Own Publications Eigene Publikationen

Results 1-20 of 35 (Search time: 0.004 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Böck, Markus ; Malle, Julien ; Pasterk, Daniel ; Kukina, Hrvoje ; Hasani, Ramin ; Heitzinger, Clemens Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learningArticle Artikel 3-Nov-2022
2Brunnbauer, Axel ; Berducci, Luigi ; Brandstätter, Andreas ; Lechner, Mathias ; Hasani, Ramin ; Rus, Daniela ; Grosu, Radu Latent Imagination Facilitates Zero-Shot Transfer in Autonomous RacingInproceedings Konferenzbeitrag 2022
3Sietzen, Stefan ; Lechner, Mathias ; Borowski, Judy ; Hasani, Ramin ; Waldner, Manuela Interactive Analysis of CNN RobustnessArtikel Article 2021
4Babaiee, Zahra ; Hasani, Ramin ; Lechner, Mathias ; Rus, Daniela ; Grosu, Radu On-Off Center-Surround Receptive Fields for Accurate and Robust Image ClassificationKonferenzbeitrag Inproceedings2021
5Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu Liquid Time-Constant NetworksKonferenzbeitrag Inproceedings2021
6Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu On The Verification of Neural ODEs with Stochastic GuaranteesKonferenzbeitrag Inproceedings2021
7Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu ; Rus, Daniela ; Henzinger, Thomas A. Adversarial Training is Not Ready for Robot LearningKonferenzbeitrag Inproceedings 2021
8ICRA2020_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
9DelPreto Joseph - 2020 - Plug-and-play supervisory control using muscle and...pdf.jpgDelPreto, Joseph ; Salazar-Gomez, Andres F. ; Gil, Stephanie ; Hasani, Ramin ; Guenther, Frank H. ; Rus, Daniela Plug-and-play supervisory control using muscle and brain signals for real-time gesture and error detectionArticle Artikel 9-Aug-2020
10icml2020_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
11Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural CircuitsKonferenzbeitrag Inproceedings 2020
12Lechner, Mathias ; Hasani, Ramin ; Amini, Alexander ; Henzinger, Thomas A. ; Rus, Daniela ; Grosu, Radu Neural Circuit Policies Enabling Auditable AutonomyArtikel Article 2020
13Hasani Ramin - 2020 - Interpretable recurrent neural networks in continuous-time...pdf.jpgHasani, Ramin Interpretable recurrent neural networks in continuous-time control environmentsThesis Hochschulschrift 2020
14Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu On The Verification of Neural ODEs with Stochastic GuaranteesPreprint Preprint2020
15Wang, Guodong ; Ledwoch, Anna ; Hasani, Ramin M. ; Grosu, Radu ; Brintrup, Alexandra A generative neural network model for the quality prediction of work in progress productsArtikel Article Dec-2019
16Lechner, Mathias ; Hasani, Ramin ; Zimmer, Manuel ; Henzinger, Thomas A. ; Grosu, Radu Designing Worm-inspired Neural Networks for Interpretable Robotic ControlKonferenzbeitrag Inproceedings 2019
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 2019
18Hasani, Ramin ; Wang, Guodong ; Grosu, Radu A Machine Learning Suite for Machine Components' Health-MonitoringKonferenzbeitrag Inproceedings 2019
19Lechner, Mathias ; Hasani, Ramin ; Grosu, Radu Interpretable Neuronal Circuit Policies for Reinforcement Learning EnvironmentsKonferenzbeitrag Inproceedings 2018
20DelPreto, Joseph ; Salazar-Gomez, Andres F. ; Gil, Stephanie ; M. Hasani, Ramin ; Guenther, Frank H. ; Rus, Daniela Plug-and-Play Supervisory Control Using Muscle and Brain Signals for Real-Time Gesture and Error DetectionKonferenzbeitrag Inproceedings 2018

Contributing Publications Mitbeteiligte Publikationen

Results 1-4 of 4 (Search time: 0.003 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Brunnbauer Axel - 2021 - Model-based deep Reinforcement learning for autonomous...pdf.jpgBrunnbauer, Axel Model-based deep Reinforcement learning for autonomous racingThesis Hochschulschrift 2021
2Muellner Bernhard - 2019 - Better end-to-end object detection in low SNR...pdf.jpgMüllner, Bernhard Better end-to-end object detection in low SNR environments with time-of-flight camerasThesis Hochschulschrift 2019
3Lechner, Mathias Brain-inspired neural controlThesis Hochschulschrift2017
4Balun Ondrej - 2016 - Towards distributed controllers based on caenorhabditis...pdf.jpgBalún, Ondrej Towards distributed controllers based on caenorhabditis elegans locomotory neural networkThesis Hochschulschrift 2016