| Deep learning for SAR image despeckling F Lattari, B Gonzalez Leon, F Asaro, A Rucci, C Prati, M Matteucci Remote Sensing 11 (13), 1532, 2019 | 151 | 2019 |
| Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning BG Leon, M Shanahan, F Belardinelli arXiv preprint arXiv:2006.08767, 2020 | 35 | 2020 |
| Extended Markov Games to Learn Multiple Tasks in Multi-Agent Reinforcement Learning BG León, F Belardinelli Proceedings of the 24th European Conference on Artificial Intelligence (ECAI …, 2020 | 21 | 2020 |
| In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications BG León, M Shanahan, F Belardinelli International Conference on Learning Representations, 2022 | 18 | 2022 |
| Evolutionary reinforcement learning for sparse rewards S Zhu, F Belardinelli, BG León Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 10 | 2021 |
| An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors P El Mqirmi, F Belardinelli, BG León International Conference on Autonomous Agents and MultiAgent Systems 20, 474 …, 2021 | 10 | 2021 |
| Do Androids Dream of Electric Fences? Safety-Aware Reinforcement Learning with Latent Shielding P He, BG Leon, F Belardinelli SafeAI @AAAI, 2022 | 8 | 2022 |
| Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics L Grillotti, M Faldor, BG León, A Cully Forty-first International Conference on Machine Learning, 2024 | 6* | 2024 |
| Agent, do you see it now? systematic generalisation in deep reinforcement learning BG León, M Shanahan, F Belardinelli ICLR Workshop on Agent Learning in Open-Endedness, 2022 | 1 | 2022 |
| Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration BG Leon, F Riccio, K Subramanian, PR Wurman, P Stone The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | | 2024 |
| Enabling Markovian Representations under Imperfect Information F Belardinelli, BG León, V Malvone 14th International Conference on Agents and Artificial Intelligence (ICAART …, 2022 | | 2022 |
| Relational Deep Reinforcement Learning and Latent Goals for Following Instructions in Temporal Logic BG León, M Shanahan, F Belardinelli ICML 2021 Workshop on Uncertainty & Robustness in Deep Learning, 2021 | | 2021 |
| Use of Deep Learning for Speckle Reduction in SAR Images B Gonzalez, F Lattari, F Asaro, A Rucci, A Ferretti, C Prati, M Matteucci European Space Agency’s Living Planet Symposium, 2019 | | 2019 |
| Systematic Generalisation of Temporal Tasks through Deep Reinforcement Learning BG León, M Shanahan, F Belardinelli | | |
Francesco BelardinelliImperial College Londonכתובת אימייל מאומתת בדומיין imperial.ac.uk