A Deep Reinforcement Learning-based Routing Algorithm for Unknown Erroneous Cells in DMFBs. - Tomohisa Kawakami; Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (NEWCAS, 2023)

A Deep Reinforcement Learning Approach to Droplet Routing for Erroneous Digital Microfluidic Biochips. - Tomohisa Kawakami; Chiharu Shiro; Hiroki Nishikawa; Xiangbo Kong; Hiroyuki Tomiyama; Shigeru Yamashita (Sensors, 2023)