Zobrazeno 1 - 10
of 131
pro vyhledávání: '"Guo, Meichen"'
In this paper, we analyze the regret incurred by a computationally efficient exploration strategy, known as naive exploration, for controlling unknown partially observable systems within the Linear Quadratic Gaussian (LQG) framework. We introduce a t
Externí odkaz:
http://arxiv.org/abs/2311.02679
For data-driven control of nonlinear systems, the basis functions characterizing the dynamics are usually essential. In existing works, the basis functions are often carefully chosen based on pre-knowledge of the dynamics so that the system can be ex
Externí odkaz:
http://arxiv.org/abs/2209.01071
Publikováno v:
In Journal of Energy Storage 10 September 2024 97 Part B
Publikováno v:
In Energy 1 March 2024 290
In a recent paper we have shown how to learn controllers for unknown linear systems using finite-sized noisy data by solving linear matrix inequalities. In this note we extend this approach to deal with unknown nonlinear polynomial systems by formula
Externí odkaz:
http://arxiv.org/abs/2011.07833
This paper considers the problem of learning control laws for nonlinear polynomial systems directly from the data, which are input-output measurements collected in an experiment over a finite time period. Without explicitly identifying the system dyn
Externí odkaz:
http://arxiv.org/abs/2004.00850
Autor:
Guo, Meichen, De Persis, Claudio
Publikováno v:
Automatica, 130 (2021) 109711
This paper addresses a class of network games played by dynamic agents using their outputs. Unlike most existing related works, the Nash equilibrium in this work is defined by functions of agent outputs instead of full agent states, which allows the
Externí odkaz:
http://arxiv.org/abs/1912.00383
Autor:
Hu, Jiahui, Tang, Wu, Hong, Yan, Wei, Bangshuai, Jia, Shan, Guo, Meichen, Tang, Chenbin, He, Xuesong, Fan, Cong
Publikováno v:
In Journal of Energy Storage 1 December 2023 73 Part A
Autor:
Tang, Chenbin, Wei, Bangshuai, Tang, Wu, Hong, Yan, Guo, Meichen, He, Xuesong, Hu, Jiahui, Jia, Shan, Fan, Cong
Publikováno v:
In Chemical Engineering Journal 15 October 2023 474
Autor:
Hu, Jiahui, Hong, Yan, Guo, Meichen, Hu, Yang, Tang, Wu, Xu, Shen, Jia, Shan, Wei, Bangshuai, Liu, Sihong, Fan, Cong, Zhang, Qichun
Publikováno v:
In Energy Storage Materials February 2023 56:267-299