Richard Fair

Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning

We present and investigate a novel application domain for deep reinforcement learning (RL): droplet routing on digital microfluidic biochips (DMFBs). A DMFB, composed of a two-dimensional electrode array, manipulates discrete fluid droplets to automatically execute biochemical protocols such as poin…