no code implementations • 21 Jan 2024 • Yunke Wang, Linwei Tao, Bo Du, Yutian Lin, Chang Xu
Adversarial Imitation Learning (AIL) allows the agent to reproduce expert behavior with low-dimensional states and actions.
no code implementations • 23 Aug 2023 • Linwei Tao, Younan Zhu, Haolan Guo, Minjing Dong, Chang Xu
As far as we are aware, our research represents the first large-scale investigation into calibration properties and the premier study of calibration issues within NAS.
1 code implementation • 23 May 2023 • Linwei Tao, Minjing Dong, Chang Xu
While different variants of focal loss have been explored, it is difficult to find a balance between over-confidence and under-confidence.
1 code implementation • 13 Feb 2023 • Linwei Tao, Minjing Dong, Daochang Liu, Changming Sun, Chang Xu
However, early stopping, as a well-known technique to mitigate overfitting, fails to calibrate networks.