Shu-Yun Bian

Dynamic optimization algorithm for personalized Japanese learning path driven by reinforcement learning

The framework successfully addresses the limitations of traditional rule-based and static systems by introducing a scalable, data-driven approach that adapts to individual learner needs, enhances engagement, supports adaptive personalized learning feedback, and continuously evolves to improve personalized learning outc...