Title :
A new nonlinear discretized learning automaton with rapid convergence and high accuracy
Author :
Vasilakos, Athanasios V. ; Polimenis, Vassilios G. ; Agverinos, Vassilios E.
Author_Institution :
Dept. of Comput. Eng., Patras Univ., Greece
Abstract :
The authors present a learning automaton which they conjecture to be an ε-optimal variable-structure exponential discretized nonlinear reward-inaction automaton which has better speed of convergence and accuracy than previous discretized reward-inaction schemes. Simulation results are presented that demonstrate this conclusion
Keywords :
automata theory; learning systems; ϵ-optimal variable-structure exponential discretized nonlinear reward-inaction automaton; learning automaton; rapid convergence; Convergence; Learning automata; Stochastic processes; Tellurium;
Conference_Titel :
Systems, Man and Cybernetics, 1989. Conference Proceedings., IEEE International Conference on
Conference_Location :
Cambridge, MA
DOI :
10.1109/ICSMC.1989.71300
