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Author:

Han, Guang-Sheng (Han, Guang-Sheng.) | Zhang, Hong-Wei (Zhang, Hong-Wei.)

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EI Scopus PKU CSCD

Abstract:

Keepaway-a sub-problem of Robocup, has been elevated from machine learning testbed to the domain to a machine learning benchmark, which is much suitable for comparing different learning algorithms. This paper introduces the Keepaway Soccer detailedly and compares the performances of two RL method-Q(λ) and Sarsa(λ). The reasons why they perform in this domain are explored primarily.

Keyword:

Magnetic domains Reinforcement learning Learning systems Learning algorithms

Author Community:

  • [ 1 ] [Han, Guang-Sheng]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Zhang, Hong-Wei]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100022, China

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Source :

Journal of Harbin Institute of Technology

ISSN: 0367-6234

Year: 2007

Issue: SUPPL. 1

Volume: 39

Page: 364-366

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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