3 papers
cs.AI2026
Hybrid Reinforcement Learning and Search for Flight Trajectory Planning
Alberto Luise, Michele Lombardi, Florent Teichteil Koenigsbuch
This paper explores the combination of Reinforcement Learning (RL) and search-based path planners to speed up the optimization of flight paths for airliners, where in case of emerg…
cs.LG2025
Robust Non-Linear Correlations via Polynomial Regression
Luca Giuliani, Michele Lombardi
The Hirschfeld-Gebelein-Rényi (HGR) correlation coefficient is an extension of Pearson's correlation that is not limited to linear correlations, with potential applications in alg…
cs.CL2025
Language Models Are Implicitly Continuous
Samuele Marro, Davide Evangelista, X. Angelo Huang +3
Language is typically modelled with discrete sequences. However, the most successful approaches to language modelling, namely neural networks, are continuous and smooth function ap…