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Many methods of generating behavior sequences of agents by evolution have been reported. A new evolutionary computation method named genetic network programming (GNP) has also been developed recently along with these trends. In this paper, a communication method for GNP is proposed. The proposed method can make GNP work more efficiently in the environment where information was limited.