Fuzzy modelling in reinforcement learning

• 主要作者: Quah, Kian Hong
• 其他作者: Quek Hiok Chai
• 格式: Theses and Dissertations
• 出版: 2008
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/2428
• 機構: Nanyang Technological University

A generic Fuzzy Input Takagi-Sugeno-Kang fuzzy framework (FITSK) is proposed to handle the different scenarios in this design problem. The online learning FITSK framework is extensible to both the zero-order and the first-order FITSK models. A localized version of Kalman filter algorithm is propose...