An Analysis of Rule Deletion Scheme in XCS on Reinforcement Learning Problem

The XCS classifier system is an evolutionary rule-based learning technique powered by a Q-learning like learning mechanism. It employs a global deletion scheme to delete rules from all rules covering all state-action pairs. However, the optimality of this scheme remains unclear owing to the lack of...

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Veröffentlicht in:	Journal of advanced computational intelligence and intelligent informatics 2017-09, Vol.21 (5), p.876-884
Hauptverfasser:	Nakata, Masaya, Hamagami, Tomoki
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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