Pubblicazioni di Umili Elena
2024
Umili Elena, Capobianco Roberto
DeepDFA: Automata Learning through Neural Probabilistic Relaxations. ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS) 2024) 2024: -
Umili E., Paludo Licks G., Patrizi F.
Enhancing Deep Sequence Generation with Logical Temporal Knowledge. Proceedings of the 3rd International Workshop on Process Management in the AI Era (PMAI 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024 2024: 23-34
Umili Elena, Argenziano Francesco, Capobianco Roberto
Neural reward machines. ECAI 2024. Proceedings of the 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain. Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024) 2024: 3055-3062
Fanti Andrea, Umili Elena, Capobianco Roberto
Transfer Learning between non-Markovian RL Tasks through Semantic Representations of Temporal States. Proceedings of the 1st International Workshop on Adjustable Autonomy and Physical Embodied Intelligence (AAPEI), October 20, 2024, Santiago de Compostela, Spain. 2024: -
2023
Umili Elena, Capobianco Roberto, DE GIACOMO Giuseppe
Grounding LTLf Specifications in Image Sequences. Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning 2023: -
Umili Elena
Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains. Multi-Agent Systems - 20th European Conference, {EUMAS} 2023, Naples, Italy, September 14-15, 2023, Proceedings 2023: -
Umili Elena, Argenziano Francesco, Barbin Aymeric, Capobianco Roberto
Visual reward machines. 17th International Workshop on Neural-Symbolic Learning and Reasoning 2023: -
2022
Umili Elena, Capobianco Roberto, DE GIACOMO Giuseppe
Grounding LTLf specifications in images. Proceedings of the 16th International Workshop on Neural-Symbolic Learning and Reasoning 2022: 45-63
2021
Umili Elena, Antonioni Emanuele, Riccio Francesco, Capobianco Roberto, Nardi Daniele, De Giacomo Giuseppe
Learning a Symbolic Planning Domain through the Interaction with Continuous Environments. Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL), workshop at ICAPS 2021 2021: -
2020
Umili Elena, Tognon Marco, Sanalitro Dario, Oriolo Giuseppe, Franchi Antonio
Communication-based and Communication-less approaches for Robust Cooperative Planning in Construction with a Team of UAVs. Proceedings of the International Conference on Unmanned Aircraft Systems (ICUAS), 2020 2020: 279-288