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- W1567371051 abstract "Recently, works about Non-Markov environment has attracted increasing attention in autonomous agent control. Based on XCS, XCSM introduced a constant length of bit-register memory into general classifier system structure to record agent's experience. Then combining the current perception with its past experience, the agent gets suitable action successfully. But when the memory becomes longer, its performance will decrease urgently with the expansion of search space. In this paper, an adaptive XCSM (AXCSM) method has been proposed by adapting variable length of memory. The proposal composes of a hierarchical structure. In the first hierarchy, we learn a suitable memory length for this position using general XCS. Then action of the agent is acquired in the second hierarchy using XCSM. The proposal converges to optimal policy as that of XCSM, within shortened search space." @default.
- W1567371051 created "2016-06-24" @default.
- W1567371051 creator A5006143818 @default.
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- W1567371051 date "2005-01-01" @default.
- W1567371051 modified "2023-09-25" @default.
- W1567371051 title "Adaptive XCSM for Perceptual Aliasing Problems" @default.
- W1567371051 cites W1989101984 @default.
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- W1567371051 doi "https://doi.org/10.1007/11539902_69" @default.
- W1567371051 hasPublicationYear "2005" @default.
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