论文标题
关于离散和组成信号的自发出现
On the Spontaneous Emergence of Discrete and Compositional Signals
论文作者
论文摘要
我们提出了一个通用框架，通过与神经药物的信号游戏来研究语言出现。使用连续的潜在空间，我们能够（i）使用反向传播的训练，（ii）表明该离散消息自然出现。我们探讨了分类感知效应是否遵循并表明消息不是组成。
We propose a general framework to study language emergence through signaling games with neural agents. Using a continuous latent space, we are able to (i) train using backpropagation, (ii) show that discrete messages nonetheless naturally emerge. We explore whether categorical perception effects follow and show that the messages are not compositional.
