17 citations · 34 across the 2 of their papers we have counts for
4 papers
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of Explanation
Francesco Sovrano, Fabio Vitali
We propose a new method for explanations in Artificial Intelligence (AI) and a tool to test its expressive power within a user interface. In order to bridge the gap between philoso…
Modelling GDPR-Compliant Explanations for Trustworthy AI
Francesco Sovrano, Fabio Vitali, Monica Palmirani
Through the General Data Protection Regulation (GDPR), the European Union has set out its vision for Automated Decision- Making (ADM) and AI, which must be reliable and human-centr…
Combining Experience Replay with Exploration by Random Network Distillation
Francesco Sovrano
Our work is a simple extension of the paper "Exploration by Random Network Distillation". More in detail, we show how to efficiently combine Intrinsic Rewards with Experience Repla…
Crawling in Rogue's dungeons with (partitioned) A3C
Andrea Asperti, Daniele Cortesi, Francesco Sovrano
Rogue is a famous dungeon-crawling video-game of the 80ies, the ancestor of its gender. Rogue-like games are known for the necessity to explore partially observable and always diff…