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Keywords: probabilistic finite state automata
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Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. September 2024, 146(5): 054501.
Paper No: DS-23-1270
Published Online: May 24, 2024
...-based method is adopted to construct probabilistic finite state automata (PFSA) for identification of the current state (i.e., operational regime) of the Lorenz system; and a simple Q-map-based (and model-free) RL control strategy is formulated to reach the target state from the (identified) current...
Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. September 2023, 145(9): 094502.
Paper No: DS-22-1325
Published Online: July 26, 2023
...) in their various configurations; however, these NN-based methods may require large-volume data and prolonged computational time for training. An alternative feasible method is the STSA-based probabilistic finite state automata (PFSA), which has been shown in recent literature to require significantly less training...
Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. March 2015, 137(3): 034501.
Paper No: DS-14-1028
Published Online: October 21, 2014
...., detection of unanticipated obstacles). The underlying theory is developed as an extension of a grid-based path planning algorithm, called ν ⋆ , which was formulated in the framework of probabilistic finite state automata (PFSA) and language measure from a control-theoretic perspective...
Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. March 2014, 136(2): 024505.
Paper No: DS-13-1103
Published Online: January 8, 2014
... on Irreducible and Synchronizable Probabilistic Finite State Automata ,” Math. Control, Signals, Syst. , 23 ( 4 ), pp. 281 – 310 . 10.1007/s00498-012-0075-1 [22] Adenis , P. , Mukherjee , K. , and Ray , A. , 2011 , “ State Splitting and State Merging in Probabilistic Finite State Automata...