社交学习智能体语言演化和分析框架（英文版）

英文标题：A framework for the emergence and analysis of language in social learning agents中文摘要：本研究提出一种模拟语言特征的通信协议，通过将高维信息编码为低维表示来分析对任务表现的影响，进而提高任务完成率，并强调了语言作为代理之间共同表征的作用及其对泛化能力的影响。英文摘要：Artificial neural networks (ANNs) are increasingly used as research models,but questions remain about their generalizability and representationalinvariance. Biological neural networks under social constraints evolved toenable communicable representations, demonstrating generalization capabilities.This study proposes a