2025/10/07 by Fabio Bagarello, Bagarello, Fabio, Francesco Gargano +3
Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Blockchain Technology Applications and Security
paper · pdf · doi:10.48550/arxiv.2510.05475
We consider state of the art applications of artificial intelligence (AI) in modelling human financial expectations and explore the potential of quantum logic to drive future advancements in this field. This analysis highlights the application of machine learning techniques, including reinforcement learning and deep neural networks, in financial statement analysis, algorithmic trading, portfolio management, and robo-advisory services. We further discuss the emergence and progress of quantum machine learning (QML) and advocate for broader exploration of the advantages provided by quantum-inspired neural networks.