publications

Publications in reversed chronological order.

2025

  1. AAAI
    Neurosymbolic Reinforcement Learning: Playing MiniHack With Probabilistic Logic Shields
    David Debot, Gabriele Venturato, Giuseppe Marra, and Luc De Raedt
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2025
    Video Code Website

2024

  1. NeurIPS
    cmr_preview.png
    Interpretable Concept-Based Memory Reasoning
    David Debot, Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, and Giuseppe Marra
    In Thirty-eight Conference on Neural Information Processing Systems, 2024
    PDF Video Blog Code Poster
  2. eXCV at ECCV
    Integrating Local and Global Interpretability for Deep Concept-Based Reasoning Models
    David Debot, and Giuseppe Marra
    In European Conference on Computer Vision, 2024