26 citations · 45 across the 4 of their papers we have counts for
4 papers
A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act
Francesco Sovrano, Salvatore Sapienza, Monica Palmirani +1
This study discusses the interplay between metrics used to measure the explainability of the AI systems and the proposed EU Artificial Intelligence Act. A standardisation process i…
Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR
Francesco Sovrano, Fabio Vitali, Monica Palmirani
The European Union (EU) through the High-Level Expert Group on Artificial Intelligence (AI-HLEG) and the General Data Protection Regulation (GDPR) has recently posed an interesting…
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces
Francesco Sovrano, Fabio Vitali
We propose a new method for generating explanations with AI and a tool to test its expressive power within a user interface. In order to bridge the gap between philosophy and human…
Explanation-Aware Experience Replay in Rule-Dense Environments
Francesco Sovrano, Alex Raymond, Amanda Prorok
Human environments are often regulated by explicit and complex rulesets. Integrating Reinforcement Learning (RL) agents into such environments motivates the development of learning…