The following publications are possibly variants of this publication:
- Adaptive Droplet Routing for MEDA Biochips via Deep Reinforcement LearningMahmoud Elfar, Tung-Che Liang, Krishnendu Chakrabarty, Miroslav Pajic. date 2022: 640-645 [doi]
- Parallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement LearningTung-Che Liang, Jin Zhou, Yun-Sheng Chan, Tsung-Yi Ho, Krishnendu Chakrabarty, Cy Lee. icml 2021: 6588-6599 [doi]
- Formal Synthesis of Adaptive Droplet Routing for MEDA BiochipsMahmoud Elfar, Tung-Che Liang, Krishnendu Chakrabarty, Miroslav Pajic. tcad, 41(8):2504-2517, 2022. [doi]
- Formal Synthesis of Adaptive Droplet Routing for MEDA BiochipsMahmoud Elfar, Tung-Che Liang, Krishnendu Chakrabarty, Miroslav Pajic. date 2021: 324-329 [doi]
- Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement LearningTung-Che Liang, Zhanwei Zhong, Yaas Bigdeli, Tsung-Yi Ho, Krishnendu Chakrabarty, Richard B. Fair. icml 2020: 6050-6060 [doi]