Luciano Serafini

Luciano Serafini is a researcher at Fondazione Bruno Kessler in Trento, Italy, specializing in Artificial Intelligence with a focus on Neuro-Symbolic Integration and Knowledge Graphs. His work bridges Machine Learning and Symbolic Reasoning, emphasizing Planning, Relational Learning, and Visual-Textual Grounding.

• Key Research Areas: Neuro-symbolic systems, logic-based knowledge representation, planning under uncertainty, and computer vision.

Recent Publications highlight trends in Embodied AI for open-world tasks, Weighted Model Counting, and Graph Generative Models. His contributions include Logic Tensor Networks for integrating deep learning with formal logic and methods to mitigate Data Sparsity through knowledge transfer.

Collaborations span institutions like the University of Trento and research teams in Computer Vision and Reasoning, with applications in Social Navigation and Event Recognition.