Generalizing Fuzzy SARSA Learning for Real-Time Operation of Irrigation Canals

Recently, a continuous reinforcement learning model called fuzzy SARSA (state, action, reward, state, action) learning (FSL) was proposed for irrigation canals. The main problem related to FSL is its convergence and generalization in environments with many variables such as large irrigation canals a...

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Bibliographic Details
Main Authors: Kazem Shahverdi, J. M. Maestre, Farinaz Alamiyan-Harandi, Xin Tian
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Water
Subjects:
FSL
GLQ
Online Access:https://www.mdpi.com/2073-4441/12/9/2407