Roberto Cipollone
I am a PhD student in the Department of Computer, Control, and Management Engineering (DIAG), at ˝La Sapienza", University of Rome.
In 2020, I graduated in Master of Science in Artificial Intelligence and Robotics, and I've previously completed a Bachelor of Computer and System Engineering at the same university.
Recent works:
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
I served as a reviewer for these conferences in Computer Science and AI: ICLR 2025, NeurIPS 2024, ICSOC 2023, ECAI 2023, IJCAI 2023, ICAPS 2023, AAMAS 2023, IJCAI 2022.
My main research interests are in the following topics:
- Reinforcement Learning;
- Models of Non-Markovian dynamics and RL for Non-Markovian domains;
- Hierarchical Reinforcement Learning
Membro di
Ultime pubblicazioni
| Exploiting Multiple Abstractions in Episodic RL via Reward Shaping on Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 | 2023 |