Anvita Gupta和James Zou两人在“Nature Machine Intelligence”上发表的文章” Feedback GAN (FBGAN) for DNA: a Novel Feedback-Loop 在本文中,作者运用GANs生成编码变长蛋白质的DNA序列,并提出了一种名为反馈GAN(Feedback GAN,FBGAN)的反馈-循环(feedback-loop)架构,并用此架构合成基因序列往某个所需属性优化
arxiv.org/abs/2112.11136 Exploration-Exploitation (E{&}E) algorithms are commonly adopted to deal with the feedback-loop