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| | Preview | Author(s) | Title | Type | Issue Date |
| 21 |  | Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu | The Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits | Inproceedings Konferenzbeitrag   | 31-Jul-2020 |
| 22 | | Phan, Dung ; Grosu, Radu ; Jansen, Nils ; Paoletti, Nicola ; Smolka, Scott A. ; Stoller, Scott D. | Neural simplex architecture | Konferenzbeitrag Inproceedings | 2020 |
| 23 | | Isakovic, Haris ; Crespo, Edgar Azpiazu ; Grosu, Radu | An Energy Sustainable CPS/IoT Ecosystem | Konferenzbeitrag Inproceedings | 2020 |
| 24 | | Hasani, Ramin ; Lechner, Mathias ; Amini, Alexander ; Rus, Daniela ; Grosu, Radu | A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits | Konferenzbeitrag Inproceedings  | 2020 |
| 25 | | Mehmood, Usama ; Roy, Shouvik ; Grosu, Radu ; Smolka, Scott A. ; Stoller, Scott D. ; Tiwari, Ashish | Neural Flocking: MPC-based Supervised Learning of Flocking Controllers | Konferenzbeitrag Inproceedings | 2020 |
| 26 | | Lechner, Mathias ; Hasani, Ramin ; Amini, Alexander ; Henzinger, Thomas A. ; Rus, Daniela ; Grosu, Radu | Neural Circuit Policies Enabling Auditable Autonomy | Artikel Article | 2020 |
| 27 | | Zhang, Xuelin ; Xu, Xiaojian ; Xu, Xiaobin ; Gao, Diju ; Gao, Haibo ; Wang, Guodong ; Grosu, Radu | Intelligent Sea States Identification Based on Maximum Likelihood Evidential Reasoning Rule | Artikel Article | 2020 |
| 28 | | Gruenbacher, Sophie ; Cyranka, Jacek ; Lechner, Mathias ; Islam, Md. Ariful ; Smolka, Scott A. ; Grosu, Radu | Lagrangian Reachtubes: The Next Generation | Konferenzbeitrag Inproceedings | 2020 |
| 29 | | Grosu, Radu ; Lukina, Anna ; Smolka, Scott A. ; Tiwari, Ashish ; Varadarajan, Vasudha ; Wang, Xingfang | V-Formation via Model Predictive Control | Preprint Preprint | 2020 |
| 30 | | Grünbacher, Sophie ; Cyranka, Jacek ; Lechner, Mathias ; Islam, Ariful ; Smolka, Scott A. ; Grosu, Radu | Lagrangian Reachtubes: The Next Generation | Preprint Preprint | 2020 |
| 31 | | Grünbacher, Sophie ; Hasani, Ramin ; Lechner, Mathias ; Cyranka, Jacek ; Smolka, Scott A. ; Grosu, Radu | On The Verification of Neural ODEs with Stochastic Guarantees | Preprint Preprint | 2020 |
| 32 | | Roy, Shouvik ; Mehmood, Usama ; Grosu, Radu ; Smolka, Scott A. ; Stoller, Scott D. ; Tiwari, Ashish | Learning Distributed Controllers for V-Formation | Preprint Preprint | 2020 |
| 33 | | Grosu, Radu | ResNets, NeuralODEs and CT-RNNs are Particular Neural Regulatory Networks | Preprint Preprint | 2020 |
| 34 | | Mehmood, Usama ; Stoller, Scott D. ; Grosu, Radu ; Roy, Shouvik ; Damare, Amol | A Distributed Simplex Architecture for Multi-Agent Systems | Preprint Preprint | 2020 |
| 35 | | Wang, Guodong ; Ledwoch, Anna ; Hasani, Ramin M. ; Grosu, Radu ; Brintrup, Alexandra | A generative neural network model for the quality prediction of work in progress products | Artikel Article | Dec-2019 |
| 36 | | Islam, Md. Ariful ; Cleaveland, Rance ; Fenton, Flavio H. ; Grosu, Radu ; Jones, Paul L. ; Smolka, Scott A. | Probabilistic reachability for multi-parameter bifurcation analysis of cardiac alternans | Artikel Article | 18-Apr-2019 |
| 37 | | Lukina, Anna ; Tiwari, Ashish ; Smolka, Scott A. ; Grosu, Radu | Distributed adaptive-neighborhood control for stochastic reachability in multi-agent systems | Konferenzbeitrag Inproceedings | 2019 |
| 38 | | Lechner, Mathias ; Hasani, Ramin ; Zimmer, Manuel ; Henzinger, Thomas A. ; Grosu, Radu | Designing Worm-inspired Neural Networks for Interpretable Robotic Control | Konferenzbeitrag Inproceedings | 2019 |
| 39 | | Hasani, Ramin ; Amini, Alexander ; Lechner, Mathias ; Naser, Felix ; Grosu, Radu ; Rus, Daniela | Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks | Konferenzbeitrag Inproceedings | 2019 |
| 40 | | Hasani, Ramin ; Wang, Guodong ; Grosu, Radu | A Machine Learning Suite for Machine Components' Health-Monitoring | Konferenzbeitrag Inproceedings | 2019 |
