With the recent dazzling development of the artificial intelligence (AI) and the fourth industrial revolution technologies, the conventional mechanical systems become more intelligent and various services and control functions are enabled based on the systematic integration of the data generated during use and enhanced training for AI. Therefore, Machine Intelligence and Informatics Group focuses on the researches of physics-based AI on the fundamentals of the machine/deep/reinforcement learnings as well as its applications on deep reinforcement learning and control; smart AR/VR; xss-object recognition and geometric data processing; smart multi-modal data fusion; energy informatics and big-data based predictive analysis; power IoT for smart energy management; statistical machine learning for data channel in physical layer; compressive sensing and smart detection for machine systems; system health diagnostics and prognostics; distributed Consensus for multi-agent machine systems.
