本研究著重於深度學習之三大挑戰性主題，含括了生成對抗式網路、遞迴神經網路、強化學習。研究主題在人類日常生活中均有深遠的影響。我們著眼於自然語言處理、機器人控制、電腦視覺、語音處理等應用。這些解決方案能廣泛應用於臺灣產業的諸多實務問題。

Our research mainly focuses on three enormous tasks that deep learning faced, including Generative Adversarial Network (GAN), Recurrent Neural Network (RNN), and Reinforcement Learning (RL). We concentrate on the applications such as Natural Language Processing, Computer Visions, and Robotic Controls. These applications can be widely used not only in daily life but also in resolving various practical problems in Taiwan industries.