Giulio Mazzi

12 papers A* 1A 3Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2023 A conf
Learning Logic Specifications for Soft Policy Guidance in POMCP.
AAMAS
Giulio Mazzi, Daniele Meli, Alberto Castellini, Alessandro Farinelli
2023 J jnl
Learning Logic Specifications for Soft Policy Guidance in POMCP.
CoRR
Giulio Mazzi, Daniele Meli, Alberto Castellini, Alessandro Farinelli
2023 J jnl
Risk-aware shielding of Partially Observable Monte Carlo Planning policies.
Artif. Intell.
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2022 A conf
Active Generation of Logical Rules for POMCP Shielding.
AAMAS
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2022 — conf
From POMDP Executions to Probabilistic Axioms.
OVERLAY@AI*IA
Daniele Meli, Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2021 A conf
Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: A Rule-Based Approach.
AAMAS
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2021 — conf
Rule-based Shield Synthesis for Partially Observable Monte Carlo Planning.
OVERLAY@GandALF
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2021 A* conf
Rule-based Shielding for Partially Observable Monte-Carlo Planning.
ICAPS
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2021 J jnl
Rule-based Shielding for Partially Observable Monte-Carlo Planning.
CoRR
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2020 — conf
Explaining the Influence of Prior Knowledge on POMCP Policies.
EUMAS/AT
Alberto Castellini, Enrico Marchesini, Giulio Mazzi, Alessandro Farinelli
2020 J jnl
Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: a Rule-Based Approach.
CoRR
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
2020 — conf
Policy Interpretation for Partially Observable Monte-Carlo Planning: a Rule-based Approach.
AIRO@AI*IA
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli