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May, 2022
通过深度生成模型的Metropolis-Hastings命名游戏实现紧急通信
Emergent Communication through Metropolis-Hastings Naming Game with Deep Generative Models
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Tadahiro Taniguchi, Yuto Yoshida, Akira Taniguchi, Yoshinobu Hagiwara
TL;DR
该研究探索了一种新的通过基于概率生成模型的命名游戏来实现分布式贝叶斯推断的符号产生系统,并提出了利用无监督学习的Emergent communication方式来改善代理人的表现。
Abstract
emergent communication
, also known as symbol emergence, seeks to investigate computational models that can better explain human language evolution and the creation of symbol systems. This study aims to provide a new model for
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