Search Results for author: Guojian Zhan

Found 2 papers, 0 papers with code

Canonical Form of Datatic Description in Control Systems

no code implementations4 Mar 2024 Guojian Zhan, Ziang Zheng, Shengbo Eben Li

This paper for the first time introduces the concept of canonical data form for the purpose of achieving more effective design of datatic controllers.

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Bridging the Gap between Newton-Raphson Method and Regularized Policy Iteration

no code implementations11 Oct 2023 Zeyang Li, Chuxiong Hu, Yunan Wang, Guojian Zhan, Jie Li, Shengbo Eben Li

We also show that a modified version of regularized policy iteration, i. e., with finite-step policy evaluation, is equivalent to inexact Newton method where the Newton iteration formula is solved with truncated iterations.

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