Combination of online clustering and Q-value based GA for reinforcement fuzzy system design.

Combination of online clustering and Q-value based GA for reinforcement fuzzy system design.

This paper proposes a combination of online clustering and Q-value based genetic algorithm (GA) learning scheme for fuzzy system design (CQGAF) with reinforcements. The CQGAF fulfills GA-based fuzzy system design under reinforcement learning environment where only weak reinforcement signals such as...

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Vydáno v:IEEE Transactions on fuzzy systems 13, 3 (2005).
Hlavní autor: Chia-Feng Juang
Médium: Článek
Jazyk:English
Témata:
Q-value based genetic algorithms.
Cart-pole balancing.
Chaotic system control.
Magnetic levitation.
Online clustering.
Reinforcement fuzzy system design.
Reinforcement learning.