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IJA automaton: Expediency and ε -Optimality properties

Iraji, R ; Sharif University of Technology | 2006

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  1. Type of Document: Article
  2. DOI: 10.1109/COGINF.2006.365556
  3. Publisher: 2006
  4. Abstract:
  5. In this paper, we present a new fixed structure learning automaton (FSSA), called IJA, and study its steady state behavior in stationary environments. The proposed automaton characterizes by star shaped transition diagram and each branch of the star contains N states associated with a particular action. This new automaton is an improvement of the Krinsky FSSA and not only ε-optimal and expedient, but also converges to the optimal action faster than the old one. © 2006 IEEE
  6. Keywords:
  7. Fixed structure ; FSSA ; IJA automaton ; Learning automata ; Optimal actions ; Optimality ; Stationary environments ; Steady-state behaviors ; Transition diagram ; Automata theory ; Information science ; Optimization ; Translation (languages)
  8. Source: 5th IEEE International Conference on Cognitive Informatics, ICCI 2006, Beijing, 17 July 2006 through 19 July 2006 ; Volume 1 , 2006 , Pages 617-622
  9. URL: https://ieeexplore.ieee.org/document/4216473