1 citations · 1 across the 5 of their papers we have counts for
5 papers
Declarative Problem Solving in UAM Strategic Deconfliction
Gioacchino Sterlicchio, Angelo Oddi, Riccardo Rasconi +1
The growing demand for Urban Air Mobility (UAM) introduces significant challenges in airspace management, particularly within densely populated metropolitan regions. As the number…
Divide-et-impera Heuristic-based Randomized Search for the Qubit Routing Problem
Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi +1
This paper introduces the DIRSH algorithm for the Qubit Routing Problem (QRP), using a heuristic-guided randomized divide-and-conquer strategy. The method splits the circuit into c…
Synthesizing Evolving Symbolic Representations for Autonomous Systems
Gabriele Sartor, Angelo Oddi, Riccardo Rasconi +2
Recently, AI systems have made remarkable progress in various tasks. Deep Reinforcement Learning(DRL) is an effective tool for agents to learn policies in low-level state spaces to…
Option Discovery for Autonomous Generation of Symbolic Knowledge
Gabriele Sartor, Davide Zollo, Marta Cialdea Mayer +3
In this work we present an empirical study where we demonstrate the possibility of developing an artificial agent that is capable to autonomously explore an experimental scenario.…
Learning High-Level Planning Symbols from Intrinsically Motivated Experience
Angelo Oddi, Riccardo Rasconi, Emilio Cartoni +3
In symbolic planning systems, the knowledge on the domain is commonly provided by an expert. Recently, an automatic abstraction procedure has been proposed in the literature to cre…