Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space

Yongliang Yang; Hufei Zhu; Qichao Zhang; Bo Zhao; Zhenning Li; Donald C. Wunsch

doi:10.1007/s10462-021-10045-9

Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space

Yongliang Yang
, Hufei Zhu
, Qichao Zhang
, Bo Zhao
, Zhenning Li
, Donald C. Wunsch

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	23-58
Number of pages	36
Journal	Artificial Intelligence Review
Volume	55
Issue number	1
DOIs	https://doi.org/10.1007/s10462-021-10045-9
State	Published - Jan 2022

ASJC Scopus Subject Areas

Language and Linguistics
Linguistics and Language
Artificial Intelligence

Keywords

Actor-critic learning
Non-parametric learning
Online sparsification
Reproducing kernel Hilbert space
Value function approximation

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10.1007/s10462-021-10045-9

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title = "Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space",

keywords = "Actor-critic learning, Non-parametric learning, Online sparsification, Reproducing kernel Hilbert space, Value function approximation",

author = "Yongliang Yang and Hufei Zhu and Qichao Zhang and Bo Zhao and Zhenning Li and Wunsch, \{Donald C.\}",

note = "Publisher Copyright: {\textcopyright} 2021, The Author(s), under exclusive licence to Springer Nature B.V.",

year = "2022",

month = jan,

doi = "10.1007/s10462-021-10045-9",

language = "English",

volume = "55",

pages = "23--58",

journal = "Artificial Intelligence Review",

issn = "0269-2821",

number = "1",

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TY - JOUR

T1 - Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space

AU - Yang, Yongliang

AU - Zhu, Hufei

AU - Zhang, Qichao

AU - Zhao, Bo

AU - Li, Zhenning

AU - Wunsch, Donald C.

PY - 2022/1

Y1 - 2022/1

KW - Actor-critic learning

KW - Non-parametric learning

KW - Online sparsification

KW - Reproducing kernel Hilbert space

KW - Value function approximation

UR - https://www.scopus.com/pages/publications/85112674869

UR - https://www.scopus.com/pages/publications/85112674869#tab=citedBy

U2 - 10.1007/s10462-021-10045-9

DO - 10.1007/s10462-021-10045-9

M3 - Article

SN - 0269-2821

VL - 55

SP - 23

EP - 58

JO - Artificial Intelligence Review

JF - Artificial Intelligence Review

IS - 1

ER -

Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space

ASJC Scopus Subject Areas

Keywords

Access to Document

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