Research
Research interests
- Deep Learning, Reinforcement Learning and Planning
- Neurosymbolic AI
- Symbol Grounding
- Learning from both raw data and structured logical knowledge
- Linear Temporal Logic and temporally extended domains
Videos
my talk at Nesy 2023 (it starts at 56:30)
Video demonstration of my work for ICUAS 2020
Talks and Posters
09/2023 Presentation at the Phd Day of the 20th European Conference of Multi-Agents Systems (EUMAS 2023) (Naples Italy)
09/2023 Presentation at the 20th International Conference on Principles of Knowledge Representation and Reasoning (KR 2023) (Rhodes, Greece)
07/2023 Presentation at the 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) (Certosa di Pontignano, Italy)
04/2023 Presentation at the AAAI 2023 Spring Symposium Series (San Francisco, California)
09/2022 Presentation at the 16th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2022) (Cumberland Lodge, Windsor, UK)
10/2021 Presentation at the first TAILOR conference - Foundation of Trustworthy AI: Integrating Learning, Optimisation and Reasoning (online)
08/2021 Poster session at the Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL 2021) (online)
09/2020 Presentation at the 2020 International Conference on Unmanned Aircraft Systems (ICUAS 2020) (online)
Service
Reviewing
PC member for the 27TH European Conference on Artificial Intelligence (ECAI 2024)
PC member for the 18th International Conference on Neural-Symbolic Learning and Reasoning (NeSy 2024)
PC member for the Workshop on Generalization in Planning (GenPlan 2023)
PC member for the Italian Workshop on Artificial Intelligence and Robotics (AIRO 2023)
Reviewer/subreviewer for IROS, AAMAS, ECAI, AISTATS
Volunteering
Volunteer at the International Conference on Principles of Knowledge Representation and Reasoning (KR 2021)
Volunteer at the International Conference on Neural Information Processing Systems (Neurips 2021)
