publications

2024

1. Task-driven neural network models predict neural dynamics of proprioception

   Alessandro Marin Vargas, Axel Bisi, Alberto S Chiappa, and 3 more authors

   Cell 2024

   Bib

   @article{vargas2024task,
     title = {Task-driven neural network models predict neural dynamics of proprioception},
     author = {{Marin Vargas}, Alessandro and Bisi, Axel and Chiappa, Alberto S and Versteeg, Chris and Miller, Lee E and Mathis, Alexander},
     journal = {Cell},
     volume = {187},
     number = {7},
     pages = {1745--1761},
     year = {2024},
     publisher = {Elsevier},
   }

2023

1. Latent exploration for reinforcement learning

   Alberto Silvio Chiappa, Alessandro Marin Vargas, Ann Zixiang Huang, and 1 more author

   NeurIPS 2023

   Bib

   @article{chiappa2023latent,
     title = {Latent exploration for reinforcement learning},
     author = {Chiappa, Alberto Silvio and Vargas, Alessandro Marin and Huang, Ann Zixiang and Mathis, Alexander},
     journal = {NeurIPS},
     year = {2023},
   }

2022

1. DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body

   Alberto Silvio Chiappa, Alessandro Marin Vargas, and Alexander Mathis

   NeurIPS 2022

   Bib

   @article{chiappa2022dmap,
     title = {DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body},
     author = {Chiappa, Alberto Silvio and Marin Vargas, Alessandro and Mathis, Alexander},
     journal = {NeurIPS},
     year = {2022},
   }

2021

1. Measuring and modeling the motor system with machine learning

   Sebastien B Hausmann, Alessandro Marin Vargas, Alexander Mathis, and 1 more author

   Current opinion in neurobiology 2021

   Bib

   @article{hausmann2021measuring,
     title = {Measuring and modeling the motor system with machine learning},
     author = {Hausmann, Sebastien B and Vargas, Alessandro Marin and Mathis, Alexander and Mathis, Mackenzie W},
     journal = {Current opinion in neurobiology},
     volume = {70},
     pages = {11--23},
     year = {2021},
     publisher = {Elsevier},
   }

2. Verbal Communication in Robotics: A Study on Salient Terms, Research fields and Trends in the Last Decades Based on a Computational Linguistic Analysis

   Alessandro Marin Vargas, Lorenzo Cominelli, Felice Dell’Orletta, and 1 more author

   Frontiers in Computer Science 2021

   Bib

   @article{marin2021verbal,
     title = {Verbal Communication in Robotics: A Study on Salient Terms, Research fields and Trends in the Last Decades Based on a Computational Linguistic Analysis},
     author = {Marin Vargas, Alessandro and Cominelli, Lorenzo and Dell’Orletta, Felice and Scilingo, Enzo Pasquale},
     journal = {Frontiers in Computer Science},
     pages = {63},
     year = {2021},
     publisher = {Frontiers}
   }

2020

1. Fluidic haptic interface for mechano-tactile feedback

   Ge Shi, Andrea Palombi, Zara Lim, and 8 more authors

   IEEE transactions on haptics 2020

   Bib

   @article{shi2020fluidic,
     title = {Fluidic haptic interface for mechano-tactile feedback},
     author = {Shi, Ge and Palombi, Andrea and Lim, Zara and Astolfi, Anna and Burani, Andrea and Campagnini, Silvia and Loizzo, Federica GC and Preti, Matteo Lo and Vargas, Alessandro Marin and Peperoni, Emanuele and others},
     journal = {IEEE transactions on haptics},
     volume = {13},
     number = {1},
     pages = {204--210},
     year = {2020},
     publisher = {IEEE}
   }