Andrea Rafanelli

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Learning Capabilities

Event Detection

Symbolic Knowledge

Top Venues

Auton. Agents Multi Agent Syst.

Intelligenza Artificiale

Publications

Stefania Costantini, Pierangelo Dell'Acqua, Giovanni De Gasperis, Francesco Gullo, Andrea Rafanelli
NEMO - A Neural, Emotional Architecture for Human-AI Teaming. CILC (2024)
Fabio Persia, Mouzhi Ge, Giovanni Pilato, Daniela D'Auria, Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
Leveraging DALI to Refine Route Planning by Dynamically Avoiding Risky POIs. ICSC (2024)
Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation. WOA (2024)
Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments. Auton. Agents Multi Agent Syst. 37 (2) (2023)
Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
Experimenting an Approach to Neuro-Symbolic RL. IPS-RCRA-SPIRIT@AI*IA (2023)
Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
Neural-logic multi-agent system for flood event detection. Intelligenza Artificiale 17 (1) (2023)
Andrea Rafanelli
Beyond Traditional Neural Networks: Toward adding Reasoning and Learning Capabilities through Computational Logic Techniques. CoRR (2023)
Giovanni De Gasperis, Stefania Costantini, Andrea Rafanelli, Patrizio Migliarini, Ivan Letteri, Abeer Dyoub
Extension of constraint-procedural logic-generated environments for deep Q-learning agent training and benchmarking. J. Log. Comput. 33 (8) (2023)
Andrea Rafanelli, Stefania Costantini, Andrea Omicini
Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation. DP@AI*IA (2022)
Andrea Agiollo, Andrea Rafanelli, Andrea Omicini
Towards quality-of-service metrics for symbolic knowledge injection. WOA (2022)
Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
A multi-agent-system framework for flooding events. WOA (2022)