Researchers from the University of Tsukuba in Japan have developed CryptoRLPM, an AI-powered cryptocurrency portfolio management system that incorporates on-chain data using reinforcement learning. The system consists of five modules and showed substantial improvements in accumulated rate of return, daily rate of return, and Sortino ratio compared to a baseline evaluation.