This paper describes an overview of special issues for research and development on advanced and highly
reliable optical communication accelerated by the progress of machine learning. The topics of these issues
cover the following wide range: compensation of optical fiber nonlinearity, real-time and autonomous
network diagnosis, monitoring techniques of optical devices, secure data-sharing networks, device
design with neural networks, and optical machine learning by silicon photonics.
