Publications

Alberto Chiappa, Briti Gangopadhyay, Zhao Wang, Shingo Takamatsu (2024). Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL). preprint.

Alberto Chiappa, Pablo Tano, Nisheet Patel, Abigail Ingster, Alexandre Pouget, Alexander Mathis (2024). Acquiring musculoskeletal skills with curriculum-based reinforcement learning. Neuron.

Alessandro Marin Vargas, Axel Bisi, Alberto Chiappa, Chris Versteeg, Lee E Miller, Alexander Mathis (2024). Task-driven neural network models predict neural dynamics of proprioception. Cell.

Vittorio Caggiano, Guillaume Durandau, Huiyi Wang, Chun Kwang Tan, Pierre Schumacher, Huawei Wang, Alberto Chiappa, Alessandro Marin Vargas, Alexander Mathis, Jungdam Won, Others (2024). Myochallenge 2023: Towards human-level dexterity and agility.

Beatriz Borges, Negar Foroutan, Deniz Bayazit, Anna Sotnikova, Syrielle Montariol, Tanya Nazaretzky, Mohammadreza Banaei, Alireza Sakhaeirad, Philippe Servant, Seyed Parsa Neshaei, Others (2024). Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants. Proceedings of the National Academy of Sciences.

Alberto Chiappa, Alessandro Marin Vargas, Ann Zixiang Huang, Alexander Mathis (2023). Latent exploration for Reinforcement Learning (Lattice). In NeurIPS 2023.

Roc Arandes Vilagrasa, Alberto Chiappa, Xavier Guidetti, Martin Kusserow, Maxim Pavliv, Louis-Dominique Renaud (2023). Method and device for determining estimated real dimensions of an elevator car. Google Patents.

Enrico Ballini, Alberto Chiappa, Stefano Micheletti (2023). Reducing the Drag of a Bluff Body by Deep Reinforcement Learning. arXiv preprint arXiv:2305.03647.

Vittorio Caggiano, Guillaume Durandau, Huwawei Wang, Alberto Chiappa, Alexander Mathis, Pablo Tano, Nisheet Patel, Alexandre Pouget, Pierre Schumacher, Georg Martius, Others (2023). MyoChallenge 2022: Learning contact-rich manipulation using a musculoskeletal hand. NeurIPS 2022 Competition Track.

Alberto Chiappa, Alessandro Marin Vargas, Alexander Mathis (2022). DMAP: a Distributed Morphological Attention Policy for learning to locomote with a changing body. Neural Information Processing Systems (NeurIPS).