| Latent exploration for reinforcement learning AS Chiappa, AM Vargas, AZ Huang, A Mathis Neural Information Processing Systems (NeurIPS), 2023 | 18 | 2023 |
| Task-driven neural network models predict neural dynamics of proprioception AM Vargas, A Bisi, AS Chiappa, C Versteeg, LE Miller, A Mathis Cell 187 (7), 1745-1761. e19, 2024 | 15 | 2024 |
| Mesh adaptation-aided image segmentation AS Chiappa, S Micheletti, R Peli, S Perotto Communications in Nonlinear Science and Numerical Simulation 74, 147-166, 2019 | 9 | 2019 |
| MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand V Caggiano, G Durandau, H Wang, AS Chiappa, A Mathis, P Tano, ... NeurIPS 2022 Competition Track, 233-250, 2023 | 8 | 2023 |
| DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body AS Chiappa, A Marin Vargas, A Mathis Neural Information Processing Systems (NeurIPS), 2022 | 8 | 2022 |
| Out-of-distribution generalization of internal models is correlated with reward KS Mann, S Schneider, AS Chiappa, JH Lee, M Bethge, A Mathis, ... Self-Supervision for Reinforcement Learning Workshop-ICLR 2021, 2021 | 7 | 2021 |
| Could ChatGPT get an engineering degree? Evaluating higher education vulnerability to AI assistants B Borges, N Foroutan, D Bayazit, A Sotnikova, S Montariol, T Nazaretzky, ... Proceedings of the National Academy of Sciences 121 (49), e2414955121, 2024 | 4 | 2024 |
| Acquiring musculoskeletal skills with curriculum-based reinforcement learning AS Chiappa, P Tano, N Patel, A Ingster, A Pouget, A Mathis Neuron, 2024-01, 2024 | 4 | 2024 |
| Method for monitoring characteristics of a door motion procedure of an elevator door using a smart mobile device AS Chiappa, M Kusserow, Z Zhu US Patent 11,479,442, 2022 | 3 | 2022 |
| Myochallenge 2023: Towards human-level dexterity and agility V Caggiano, G Durandau, H Wang, CK Tan, P Schumacher, H Wang, ... | 1 | 2024 |
| Method for controlling a flight-capable drone in an elevator shaft of an elevator system, and elevator system inspection arrangement R Bitzi, A Chiappa, M Kusserow, L Walti US Patent App. 18/715,170, 2025 | | 2025 |
| Auto-bidding in real-time auctions via Oracle Imitation Learning AS Chiappa, B Gangopadhyay, Z Wang, S Takamatsu arXiv preprint arXiv:2412.11434, 2024 | | 2024 |
| Reducing the Drag of a Bluff Body by Deep Reinforcement Learning E Ballini, AS Chiappa, S Micheletti arXiv preprint arXiv:2305.03647, 2023 | | 2023 |
| Method and device for determining estimated real dimensions of an elevator car RA Vilagrasa, AS Chiappa, X Guidetti, M Kusserow, M Pavliv, LD Renaud US Patent App. 17/759,521, 2023 | | 2023 |
| Heuristic p-Adaptivity for the Discontinous Galerkin Method AS Chiappa, R Peli, L Bonaventura Polytechnic Univeristy of Milan, 2018 | | 2018 |
| Asynchronous updates for stochastic gradient descent AS Chiappa EPFL Semester Thesis - MLO lab, 2017 | | 2017 |
Alexander MathisEPFL (Ecole Polytechnique Fédérale de Lausanne / Swiss Federal Institute of Technology)Email verificata su epfl.ch