Deep reinforcement learning and its business application

Dr. ZHANG Liang presented research on applying reinforcement learning to real-world commercial scenarios, focusing on recommendation systems and game commercialization. The talk explored sequential decision-making in recommendations and introduced an AI-Bot matching and deployment system for MOBA games. The seminar highlighted how reinforcement learning can bridge the gap between theoretical success and practical applications.