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

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