Giulio Mazzi

According to our database, Giulio Mazzi authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Risk-aware shielding of Partially Observable Monte Carlo Planning policies.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Artif. Intell., November, 2023

Learning Logic Specifications for Soft Policy Guidance in POMCP.

Giulio Mazzi, Daniele Meli, Alberto Castellini, Alessandro Farinelli

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Active Generation of Logical Rules for POMCP Shielding.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

From POMDP Executions to Probabilistic Axioms.

Daniele Meli, Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2021

Rule-based Shield Synthesis for Partially Observable Monte Carlo Planning.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the 3rd Workshop on Artificial Intelligence and Formal Verification, 2021

Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: A Rule-Based Approach.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Rule-based Shielding for Partially Observable Monte-Carlo Planning.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021

2020

Explaining the Influence of Prior Knowledge on POMCP Policies.

Alberto Castellini, Enrico Marchesini, Giulio Mazzi, Alessandro Farinelli

Proceedings of the Multi-Agent Systems and Agreement Technologies, 2020

Policy Interpretation for Partially Observable Monte-Carlo Planning: a Rule-based Approach.

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli

Proceedings of the 7th Italian Workshop on Artificial Intelligence and Robotics co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020