UMILI, ELENA
UMILI, ELENA
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
Communication-based and Communication-less approaches for Robust Cooperative Planning in Construction with a Team of UAVs
2020 Umili, Elena; Tognon, Marco; Sanalitro, Dario; Oriolo, Giuseppe; Franchi, Antonio
DeepDFA: Automata Learning through Neural Probabilistic Relaxations
2024 Umili, Elena; Capobianco, Roberto
Defining and monitoring complex robot activities via LLMs and symbolic reasoning
2025 Argenziano, Francesco; Umili, Elena; Leotta, Francesco; Nardi, Daniele
Discovering logical knowledge in non-symbolic domains
2023 Umili, Elena
Enhancing Deep Sequence Generation with Logical Temporal Knowledge
2024 Umili, E.; Paludo Licks, G.; Patrizi, F.
Fully Learnable Neural Reward Machines
2025 Dewidar, Hazem; Umili, Elena
Grounding LTLf Specifications in Image Sequences
2023 Umili, Elena; Capobianco, Roberto; DE GIACOMO, Giuseppe
Grounding LTLf specifications in images
2022 Umili, Elena; Capobianco, Roberto; DE GIACOMO, Giuseppe
Learning a Symbolic Planning Domain through the Interaction with Continuous Environments
2021 Umili, Elena; Antonioni, Emanuele; Riccio, Francesco; Capobianco, Roberto; Nardi, Daniele; DE GIACOMO, Giuseppe
Neural reward machines
2024 Umili, Elena; Argenziano, Francesco; Capobianco, Roberto
Neuro-Symbolic Predictive Process Monitoring
2026 Mezini, Axel; Umili, Elena; Donadello, Ivan; Maggi, Fabrizio Maria; Mancanelli, Matteo; Patrizi, Fabio
Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains
2023 Umili, Elena
Transfer Learning between non-Markovian RL Tasks through Semantic Representations of Temporal States
2024 Fanti, Andrea; Umili, Elena; Capobianco, Roberto
Visual reward machines
2023 Umili, Elena; Argenziano, Francesco; Barbin, Aymeric; Capobianco, Roberto
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Communication-based and Communication-less approaches for Robust Cooperative Planning in Construction with a Team of UAVs | 2020 | Umili, Elena; Tognon, Marco; Sanalitro, Dario; Oriolo, Giuseppe; Franchi, Antonio | |
| DeepDFA: Automata Learning through Neural Probabilistic Relaxations | 2024 | Umili, Elena; Capobianco, Roberto | |
| Defining and monitoring complex robot activities via LLMs and symbolic reasoning | 2025 | Argenziano, Francesco; Umili, Elena; Leotta, Francesco; Nardi, Daniele | |
| Discovering logical knowledge in non-symbolic domains | 2023 | Umili, Elena | |
| Enhancing Deep Sequence Generation with Logical Temporal Knowledge | 2024 | Umili, E.; Paludo Licks, G.; Patrizi, F. | |
| Fully Learnable Neural Reward Machines | 2025 | Dewidar, Hazem; Umili, Elena | |
| Grounding LTLf Specifications in Image Sequences | 2023 | Umili, Elena; Capobianco, Roberto; DE GIACOMO, Giuseppe | |
| Grounding LTLf specifications in images | 2022 | Umili, Elena; Capobianco, Roberto; DE GIACOMO, Giuseppe | |
| Learning a Symbolic Planning Domain through the Interaction with Continuous Environments | 2021 | Umili, Elena; Antonioni, Emanuele; Riccio, Francesco; Capobianco, Roberto; Nardi, Daniele; DE GIACOMO, Giuseppe | |
| Neural reward machines | 2024 | Umili, Elena; Argenziano, Francesco; Capobianco, Roberto | |
| Neuro-Symbolic Predictive Process Monitoring | 2026 | Mezini, Axel; Umili, Elena; Donadello, Ivan; Maggi, Fabrizio Maria; Mancanelli, Matteo; Patrizi, Fabio | |
| Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains | 2023 | Umili, Elena | |
| Transfer Learning between non-Markovian RL Tasks through Semantic Representations of Temporal States | 2024 | Fanti, Andrea; Umili, Elena; Capobianco, Roberto | |
| Visual reward machines | 2023 | Umili, Elena; Argenziano, Francesco; Barbin, Aymeric; Capobianco, Roberto |