Artificial Life Environment Modeled by Dynamic Fuzzy Cognitive Maps.

IEEE Transactions on Cognitive and Developmental Systems(2018)

引用 15|浏览22
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摘要
This paper presents an artificial life environment based on dynamic fuzzy cognitive maps (DFCMs) and inspired by multiagent systems, machine learning, and concepts from classical fuzzy cognitive map theory. The proposed architecture includes features such as a reinforcement learning algorithm to dynamically fine-tune the weights of the DFCM, a finite states machine, governing the behavior of the c...
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关键词
Learning (artificial intelligence),Heuristic algorithms,Robots,Fuzzy cognitive maps,Multi-agent systems,Computer architecture,Virtual environments
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