Exploring Rule-Free Layout Decomposition via Deep Reinforcement Learning.
Bentian JiangXinshi ZangMartin D. F. WongEvangeline F. Y. YoungPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2023)
Keyphrases
- reinforcement learning
- function approximation
- machine learning
- state space
- decomposition method
- association rules
- reinforcement learning algorithms
- model free
- deep learning
- dynamic programming
- optimal policy
- optimal control
- decomposition algorithm
- wavelet packet
- rule sets
- learning algorithm
- real time
- nearest neighbour
- markov decision processes
- rule discovery
- case study
- image decomposition
- hierarchical decomposition
- temporal difference learning