no code implementations • 11 Apr 2024 • Lei Chen, Xingen Gao
In the field of crowd-counting research, many recent deep learning based methods have demonstrated robust capabilities for accurately estimating crowd sizes.
1 code implementation • 6 Sep 2021 • Xingen Gao, Fei Chao, Changle Zhou, Zhen Ge, Chih-Min Lin, Longzhi Yang, Xiang Chang, Changjing Shang
On error of value function inevitably causes an overestimation phenomenon and has a negative impact on the convergence of the algorithms.
no code implementations • 1 Jan 2021 • Xingen Gao, Fei Chao, Changle Zhou, Zhen Ge, Chih-Min Lin, Longzhi Yang, Xiang Chang, Changjing Shang
In the reinforcement learning (RL) algorithms which incorporate function approximation methods, the approximation error of value function inevitably cause overestimation phenomenon and have a negative impact on the convergence of the algorithms.