Reinforcement learning algorithm based on minimum state method and average reward

Reinforcement learning algorithm based on minimum state method and average reward

In allusion to the problem that Q-Learning,which was used discount reward as the evaluation criterion,could not show the affect of the action to the next situation,AR-Q-Learning was put forward based on the average reward and Q-Learning.In allusion to the curse of dimensionality,which meant that the...

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Bibliographic Details
Main Authors: LIU Quan1, FU Qi-ming1, GONG Sheng-rong1, FU Yu-chen1, CUI Zhi-ming1
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2011-01-01
Series:Tongxin xuebao
Subjects:
reinforcement learning
average reward
tetris
minimum state
Online Access:http://www.joconline.com.cn/zh/article/74419758/
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