Elena Umili

According to our database, Elena Umili authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Deep Sequence Generation with Logical Temporal Knowledge.

Elena Umili, Gabriel Paludo Licks, Fabio Patrizi

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), 2024

DeepDFA: Automata Learning through Neural Probabilistic Relaxations.

Elena Umili, Roberto Capobianco

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Neural Reward Machines.

Elena Umili, Francesco Argenziano, Roberto Capobianco

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Discovering logical knowledge in non-symbolic domains.

Elena Umili

PhD thesis, 2023

Visual Reward Machines.

Elena Umili, Francesco Argenziano, Aymeric Barbin, Roberto Capobianco

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

Grounding LTLf Specifications in Image Sequences.

Elena Umili, Roberto Capobianco, Giuseppe De Giacomo

Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, 2023

Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains.

Elena Umili

Proceedings of the Multi-Agent Systems - 20th European Conference, 2023

2022

Grounding LTLf Specifications in Images.

Elena Umili, Roberto Capobianco, Giuseppe De Giacomo

Proceedings of the 16th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 2nd International Joint Conference on Learning & Reasoning (IJCLR 2022), 2022