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Giulio Mazzi
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Learning logic specifications for soft policy guidance in POMCP
G Mazzi, D Meli, A Castellini, A Farinelli
arXiv preprint arXiv:2303.09172, 2023
212023
Rule-based shielding for partially observable Monte-Carlo planning
G Mazzi, A Castellini, A Farinelli
Proceedings of the international conference on automated planning and …, 2021
182021
Risk-aware shielding of partially observable monte carlo planning policies
G Mazzi, A Castellini, A Farinelli
Artificial Intelligence 324, 103987, 2023
152023
Identification of unexpected decisions in partially observable monte-carlo planning: A rule-based approach
G Mazzi, A Castellini, A Farinelli
arXiv preprint arXiv:2012.12732, 2020
142020
Explaining the influence of prior knowledge on POMCP policies
A Castellini, E Marchesini, G Mazzi, A Farinelli
Multi-Agent Systems and Agreement Technologies: 17th European Conference …, 2020
122020
Policy Interpretation for Partially Observable Monte-Carlo Planning: a Rule-based Approach.
G Mazzi, A Castellini, A Farinelli
AIRO@ AI* IA, 44-48, 2020
72020
Active generation of logical rules for POMCP shielding
G Mazzi, A Castellini, A Farinelli
Proc. of the 21st International Conference on Autonomous Agents and …, 2022
32022
The Eos SMT/SMA-solver: a preliminary report
MP Bonacina, G Mazzi
Proceedings of the Seventeenth International Workshop on Satisfiability …, 2019
12019
From POMDP Executions to Probabilistic Axioms.
D Meli, G Mazzi, A Castellini, A Farinelli
2024
From POMDP executions to policy specifications
D Meli, G Mazzi, A Castellini, A Farinelli
CEUR WORKSHOP PROCEEDINGS 3311, 93-98, 2022
2022
Rule-Based Policy Interpretation and Shielding for Partially Observable Monte Carlo Planning
G Mazzi, A Castellini, A Farinelli
2022
Rule-based Shield Synthesis for Partially Observable Monte Carlo Planning
G Mazzi, A Castellini, A Farinelli
CEUR WORKSHOP PROCEEDINGS 2987, 19-23, 2021
2021
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Artikelen 1–12