Zobrazeno 1 - 10
of 174
pro vyhledávání: '"Hou, Yunlong"'
We propose a {\em novel} piecewise stationary linear bandit (PSLB) model, where the environment randomly samples a context from an unknown probability distribution at each changepoint, and the quality of an arm is measured by its return averaged over
Externí odkaz:
http://arxiv.org/abs/2410.07638
Motivated by concerns about making online decisions that incur undue amount of risk at each time step, in this paper, we formulate the probably anytime-safe stochastic combinatorial semi-bandits problem. In this problem, the agent is given the option
Externí odkaz:
http://arxiv.org/abs/2301.13393
Autor:
Niu, Kunxu, Chang, Liping, Zhang, Runtao, Jiang, Yuning, Shen, Xiaogang, Lu, Xuan, Zhang, Shixiong, Ma, Kun, Zhao, Zhiqin, Li, Mengnan, Hou, Yunlong, Wu, Yiling
Publikováno v:
In Journal of Traditional and Complementary Medicine September 2024 14(5):510-521
We design and analyze VA-LUCB, a parameter-free algorithm, for identifying the best arm under the fixed-confidence setup and under a stringent constraint that the variance of the chosen arm is strictly smaller than a given threshold. An upper bound o
Externí odkaz:
http://arxiv.org/abs/2201.10142
Autor:
Wang, Mingye, Li, Tongtong, Li, Wenyan, Song, Tao, Zhao, Chi, Wu, Qiulan, Cui, Wenwen, Hao, Yuanyuan, Hou, Yunlong, Zhu, Pengyu
Publikováno v:
In Neuroscience 6 December 2024 562:160-181
Autor:
Li, Runfeng, Deng, Huihuang, Han, Yu, Tong, Yanan, Hou, Yunlong, Huang, Tao, Xiao, Mengjie, Deng, Lingzhu, Zhao, Xin, Chen, Yaorong, Feng, Pei, Chen, Ruifeng, Yang, Zifeng, Qi, Hui, Jia, Zhenhua, Feng, Wei
Publikováno v:
In International Immunopharmacology 5 December 2024 142 Part B
Publikováno v:
In Heliyon 30 August 2024 10(16)
Publikováno v:
In Earthquake Research Advances July 2024 4(3)
Autor:
An, Xiaobin, Xu, Wentao, Zhao, Xinyue, Chen, Haihui, Yang, Jinan, Wu, Yan, Wang, Dongyang, Cheng, Wei, Li, Hongrong, Zeng, Lu, Ma, Jing, Wang, Qin, Wang, Xuqiao, Hou, Yunlong, Ai, Jing
Publikováno v:
In Heliyon 15 June 2024 10(11)
Publikováno v:
In Brain Research 1 February 2024 1824