Optimal chaos control through reinforcement learning

被引：32

作者：

Gadaleta, S ^{[1
]}

Dangelmayr, G ^{[1
]}

机构：

[1] Colorado State Univ, Dept Math, Ft Collins, CO 80523 USA

来源：

CHAOS | 1999年 / 9卷 / 03期

关键词：

D O I：

10.1063/1.166451

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

A general purpose chaos control algorithm based on reinforcement learning is introduced and applied to the stabilization of unstable periodic orbits in various chaotic systems and to the targeting problem. The algorithm does not require any information about the dynamical system nor about the location of periodic orbits. Numerical tests demonstrate good and fast performance under noisy and nonstationary conditions. (C) 1999 American Institute of Physics. [S1054-1500(99)00703-X].

引用

页码：775 / 788

页数：14

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