Asynchronous cellular learning automata

Cellular learning automata is a combination of cellular automata and learning automata. The synchronous version of cellular learning automata in which all learning automata in different cells are activated synchronously, has found many applications. In some applications a type of cellular learning automata in which learning automata in different cells are activated asynchronously (asynchronous cellular learning automata) is needed. In this paper, we introduce asynchronous cellular learning automata and study its steady state behavior. Then an application of this new model to cellular networks has been presented. Key words: Cellular Automata, Learning Automata, Cellular Learning Automata, Reinforcement Learning, Cellular Networks

• Type: Journal
• Year: 2008
• Where: AUTOMATICA
• Authors: Hamid Beigy, Mohammad Reza Meybodi
• Keywords: AUTOMATICA 2007, AUTOMATICA 2008, Cellular Automata, Cellular Learning Automata, Cellular Networks