Giuseppe Paolo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
5
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Zero-shot Model-based Reinforcement Learning using Large Language Models. | Abdelhakim Benechehab, Youssef Attia El Hili, Ambroise Odonnat, Oussama Zekri, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Ievgen Redko, Balzs Kgl |
| 2025 | ICML | AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting. | Abdelhakim Benechehab, Vasilii Feofanov, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balzs Kgl |
| 2024 | ICML | SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. | Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko |
| 2024 | ICML | Position: A Call for Embodied AI. | Giuseppe Paolo, Jonas Gonzalez-Billandon, Balzs Kgl |
| 2021 | GECCO | Sparse reward exploration via novelty search and emitters. | Giuseppe Paolo, Alexandre Coninx, Stphane Doncieux, Alban Laflaquire |
| 2020 | GECCO | Novelty search makes evolvability inevitable. | Stphane Doncieux, Giuseppe Paolo, Alban Laflaquire, Alexandre Coninx |
| 2020 | ICRA | Unsupervised Learning and Exploration of Reachable Outcome Space. | Giuseppe Paolo, Alban Laflaquire, Alexandre Coninx, Stphane Doncieux |
| 2018 | ICRA | A Data-driven Model for Interaction-Aware Pedestrian Motion Prediction in Object Cluttered Environments. | Mark Pfeiffer, Giuseppe Paolo, Hannes Sommer, Juan I. Nieto, Roland Siegwart, Cesar Cadena |
| 2017 | IROS | Virtual-to-real deep reinforcement learning: Continuous control of mobile robots for mapless navigation. | Lei Tai, Giuseppe Paolo, Ming Liu |