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:
Exploiting Multiple Abstractions in Episodic RL via Reward Shaping. Cipollone, R.; De Giacomo, G.; Favorito, M.; Iocchi, L.; and Patrizi, F. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 37(6): 7227-7234. 2023. https://ojs.aaai.org/index.php/AAAI/article/view/25881
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes. Cipollone, R.; Jonsson, A.; Ronca, A.; and Talebi, M. S. In Proceedings of Neural Information Processing Systems (NeurIPS), 2023. https://openreview.net/forum?id=8bQc7oRnjm
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)
cipollone@diag.uniroma1.it