On the Learning Behavior of Stochastic Automata Under a Nonstationary Random Environment
- 1 March 1975
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Systems, Man, and Cybernetics
- Vol. SMC-5 (2) , 273-275
- https://doi.org/10.1109/tsmc.1975.5408481
Abstract
We propose a new nonstationary random environment R(C1(t,ω),...,Cr(t,ω)), where t represents time and ω ∈ Ω, Ω being the supporting set of a probability measure space (Ω,B,μ). Moreover, the learning performance of the Lr-1 scheme under R(C1(t,ω),..., Cr(t,ω)) is discussed.Keywords
This publication has 8 references indexed in Scilit:
- Two ?-Optimal Nonlinear Reinforcement Schemes for Stochastic AutomataIEEE Transactions on Systems, Man, and Cybernetics, 1974
- Absolutely Expedient Learning Algorithms for Stochastic AutomataIEEE Transactions on Systems, Man, and Cybernetics, 1973
- A two-level system of stochastic automata for periodic random environmentsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1971
- Use of Stochastic Automata for Parameter Self-Optimization with Multimodal Performance CriteriaIEEE Transactions on Systems Science and Cybernetics, 1969
- On the linear model with two absorbing barriersJournal of Mathematical Psychology, 1968
- On Expediency and Convergence in Variable-Structure AutomataIEEE Transactions on Systems Science and Cybernetics, 1968
- Adaptation of stochastic automata in nonstationary environmentsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1967
- A stochastic automaton model for the synthesis of learning systemsIEEE Transactions on Systems Science and Cybernetics, 1966