Giulio Mazzi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Partially Observable

Partial Observability

Top Venues

Publications

Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Risk-aware shielding of Partially Observable Monte Carlo Planning policies. Artif. Intell. 324 (2023)
Giulio Mazzi, Daniele Meli, Alberto Castellini, Alessandro Farinelli
Learning Logic Specifications for Soft Policy Guidance in POMCP. CoRR (2023)
Giulio Mazzi, Daniele Meli, Alberto Castellini, Alessandro Farinelli
Learning Logic Specifications for Soft Policy Guidance in POMCP. AAMAS (2023)
Daniele Meli, Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
From POMDP Executions to Probabilistic Axioms. OVERLAY@AI*IA (2022)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Active Generation of Logical Rules for POMCP Shielding. AAMAS (2022)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Rule-based Shielding for Partially Observable Monte-Carlo Planning. CoRR (2021)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: A Rule-Based Approach. AAMAS (2021)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Rule-based Shielding for Partially Observable Monte-Carlo Planning. ICAPS (2021)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Rule-based Shield Synthesis for Partially Observable Monte Carlo Planning. OVERLAY@GandALF (2021)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Policy Interpretation for Partially Observable Monte-Carlo Planning: a Rule-based Approach. AIRO@AI*IA (2020)
Alberto Castellini, Enrico Marchesini, Giulio Mazzi, Alessandro Farinelli
Explaining the Influence of Prior Knowledge on POMCP Policies. EUMAS/AT (2020)
Giulio Mazzi, Alberto Castellini, Alessandro Farinelli
Identification of Unexpected Decisions in Partially Observable Monte-Carlo Planning: a Rule-Based Approach. CoRR (2020)