Purpose: Developments in Industry 4.0 technologies and Artificial Intelligence (AI) have enabled data … power source in the industrial production environment. Machine learning (ML) methods have enhanced the performance and … reliability of PdM. Various deep learning (DL) based FD/D methods have emerged in recent years, providing automatic feature …

This paper introduces a reinforcement learning based approach to compute optimal interest rate reaction functions in … like the zero lower bound, nonlinear economy structures or asymmetric preferences. We use quarterly U.S. data from1987:Q3 …

Long short-term memory (LSTM) networks are a state-of-the-art technique for sequence learning. They are less commonly …