A novel parallel framework for pursuit learning schemes

摘要

Parallel operation of learning automata (LA), which is proposed by Thathachar and Arvind, is a promising mechanism that can reduce the computational burden without compromising accuracy. However, as far as we know, this parallel mechanism has not been widely used due to two reasons: one is the fact that the environment can response to multi-actions simultaneously are few, the other is the relatively slow speed of the learning process.