Parallel Droplet Control in MEDA Biochips Using
                Multi-Agent Reinforcement Learning

Tung-Che Liang 1 Jin Zhou 1 Yun-Sheng Chan 2 Tsung-Yi Ho 3 Krishnendu Chakrabarty 1 Chen-Yi Lee 2

             Abstract                1. Introduction
                                 In recent years, we have seen progress on the use of deep
    Microfluidic biochips are being utilized for clini-    reinforcement learning (RL) to assist sequential decision-
    cal diagnostics, including COVID-1 ...