Roberto Cipollone
Sono uno studente di dottorato presso il Dipartimento di Ingegneria informatica, automatica e gestionale (DIAG), a ˝La Sapienza".
Nel 2020, ho ottenuto la laurea Magistrale in ˝Artificial Intelligence and Robotics". Precedentemente, mi sono laureato in ˝Ingegneria Informatica e Automatica" presso la stessa università.
Lavori recenti:
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 37(6): 7227-7234. 2023. https://ojs.aaai.org/index.php/AAAI/article/view/25881
In Proceedings of Neural Information Processing Systems (NeurIPS), 2023. https://openreview.net/forum?id=8bQc7oRnjm
Sono stato revisore per queste conferenze in Computer Science e AI: ICLR 2025, NeurIPS 2024, ICSOC 2023, ECAI 2023, IJCAI 2023, ICAPS 2023, AAMAS 2023, IJCAI 2022.
I miei principali interessi di ricerca toccano le seguenti macro-aree:
- Reinforcement Learning theory;
- Models of Non-Markovian dynamics and Reinforcement Learning for Non-Markovian domains;
- Hierarchical Reinforcement Learning
Membro di
Ultime pubblicazioni
| Modeling a Trust Factor in Composite Tasks for Multi-Agent Reinforcement Learning in HAI '24: Proceedings of the 12th International Conference on Human-Agent Interaction | 2024 |
| Exploiting Multiple Abstractions in Episodic RL via Reward Shaping in Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 | 2023 |
| Provably Efficient Offline Reinforcement Learning in Regular Decision Processes in Advances in Neural Information Processing Systems | 2023 |