no code implementations • 22 Jan 2024 • De-Xing Huang, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Mei-Jiang Gui, Hao Li, Tian-Yu Xiang, Xiu-Ling Liu, Zeng-Guang Hou
2. 5D-based segmentation models bridge computational efficiency of 2D-based models and spatial perception capabilities of 3D-based models.
1 code implementation • 26 Oct 2023 • Hao Li, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Xiao-Yin Liu, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, Bo-Xian Yao, Zeng-Guang Hou
Offline reinforcement learning (RL) aims to optimize policy using collected data without online interactions.
no code implementations • 16 Sep 2023 • Xiao-Yin Liu, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Qiu Feng, Hao Li, Mei-Jiang Gui, Tian-Yu Xiang, De-Xing Huang, Zeng-Guang Hou
However, uncertainty estimation is unreliable and leads to poor performance in certain scenarios, and the previous methods ignore differences between the model data, which brings great conservatism.