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Elena umili
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Year
Learning a Symbolic Planning Domain through the Interaction with Continuous Environments
E Umili, E Antonioni, F Riccio, R Capobianco, D Nardi, G De Giacomo
152021
Grounding ltlf specifications in images
E Umili, R Capobianco, G De Giacomo
Proceedings of the 16th International Workshop on Neural-Symbolic Learning …, 2022
72022
Grounding LTLf specifications in image sequences
E Umili, R Capobianco, G De Giacomo
Proceedings of the International Conference on Principles of Knowledge …, 2023
62023
Visual reward machines
E Umili, F Argenziano, A Barbin, R Capobianco
Neural-Symbolic Learning and Reasoning 2022 3212, 255-267, 2023
62023
Communication-based and Communication-less approaches for Robust Cooperative Planning in Construction with a Team of UAVs
E Umili, M Tognon, D Sanalitro, G Oriolo, A Franchi
2020 International Conference on Unmanned Aircraft Systems (ICUAS), 279-288, 2020
62020
Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains
E Umili
European Conference on Multi-Agent Systems, 521-527, 2023
12023
Enhancing Deep Sequence Generation with Logical Temporal Knowledge
E Umili, GP Licks, F Patrizi
2024
Neural Reward Machines
E Umili, F Argenziano, R Capobianco
ECAI 2024, 3055-3062, 2024
2024
DeepDFA: Automata Learning through Neural Probabilistic Relaxations
E Umili, R Capobianco
ECAI 2024, 1051-1058, 2024
2024
Discovering logical knowledge in non-symbolic domains
E Umili
2023
DeepDFA: a transparent neural network design for DFA induction
E Umili, R Capobianco
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Articles 1–11