no code implementations • 7 Jun 2023 • Jaesung Yoo, Fernanda De La Torre, Guangyu Robert Yang
In such dual-policy agents, a model-free policy and a distilled policy are used for model-free actions and planned actions, respectively.
no code implementations • 17 Oct 2022 • Jaesung Yoo, Sunghyuk Choi, Ye Seul Yang, Suhyeon Kim, Jieun Choi, Dongkyeong Lim, Yaeji Lim, Hyung Joon Joo, Dae Jung Kim, Rae Woong Park, Hyeong-Jin Yoon, Kwangsoo Kim
When a deep learning model is sequentially trained on different datasets, it forgets the knowledge acquired from previous data, a phenomenon known as catastrophic forgetting.
no code implementations • 21 Sep 2020 • Jaesung Yoo, Jeman Park, An Wang, David Mohaisen, Joongheon Kim
Generative Adversarial Network (GAN) is a useful type of Neural Networks in various types of applications including generative models and feature extraction.