Ronca, Alessandro

9 publications

NeurIPS 2025 Metric Automata Theory: A Unifying Theory of RNNs Adam Dankowiakowski, Alessandro Ronca

ICLR 2025 Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics Ahana Deb, Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi

AAAI 2024 On the Expressivity of Recurrent Neural Cascades Nadezda Alexandrovna Knorozova, Alessandro Ronca

IJCAI 2024 The Transformation Logics Alessandro Ronca

AAAI 2023 Automata Cascades: Expressivity and Sample Complexity Alessandro Ronca, Nadezda Alexandrovna Knorozova, Giuseppe De Giacomo

NeurIPS 2023 Provably Efficient Offline Reinforcement Learning in Regular Decision Processes Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi

IJCAI 2022 Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo

IJCAI 2021 Efficient PAC Reinforcement Learning in Regular Decision Processes Alessandro Ronca, Giuseppe De Giacomo

AAAI 2018 Stream Reasoning in Temporal Datalog Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, Ian Horrocks