Reinforcement Learning Double DQN for Chip-Level Synthesis of Paper-Based Digital Microfluidic Biochips.
Katherine Shu-Min LiFang-Chi WuJian-De LiSying-Jyan WangPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2024)
Keyphrases
- reinforcement learning
- circuit design
- low cost
- high speed
- function approximation
- machine learning
- levels of abstraction
- phase locked loop
- real time
- markov decision processes
- higher level
- transfer learning
- optimal policy
- high density
- learning process
- multi agent
- vlsi implementation
- program synthesis
- host computer
- image processing