Analog Integrated Circuit Topology Synthesis With Deep Reinforcement Learning.
Zhenxin ZhaoLihong ZhangPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- integrated circuit
- reinforcement learning
- analog circuits
- mechanical devices
- reinforcement learning algorithms
- function approximation
- temporal difference
- program synthesis
- learning algorithm
- analog vlsi
- machine learning
- state space
- optimal policy
- model free
- electron beam
- signal processing
- digital circuits
- real time
- hardware description language
- neural network
- action space
- low cost
- digital images
- multi agent