GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning

Xu，Qi1; Geng，Hao2; Chen，Song3; Yuan，Bo4; Zhuo，Cheng5; Kang，Yi3; Wen，Xiaoqing6

2022-10

10.1109/TCAD.2021.3131550

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems   影响因子和分区

1937-4151

Advantage actor--critic floorplanning graph convolutional network (GCN) reinforcement learning (RL)

EI

其他

20214911285736

Circuit simulation ; Combinatorial optimization ; Computer aided design ; Convolution ; Integrated circuits ; Markov processes ; Reinforcement learning ; Space research

Space Research:656.2 ; Electric Network Analysis:703.1.1 ; Pulse Circuits:713.4 ; Semiconductor Devices and Integrated Circuits:714.2 ; Information Theory and Signal Processing:716.1 ; Artificial Intelligence:723.4 ; Computer Applications:723.5 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4 ; Optimization Techniques:921.5 ; Probability Theory:922.1

ENGINEERING

IEEE

1.School of Microelectronics, University of Science and Technology of China, Hefei, China. (e-mail: xuqi@ustc.edu.cn)
2.Department of Computer Science and Engineering, The Chinese University of Hong Kong, NT, Hong Kong.
3.School of Microelectronics, University of Science and Technology of China, Hefei, China; Institute of Artificial Intelligence, Hefei Comprehensive National Science Center.
4.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China.
5.College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China.
6.Department of Computer Science and Networks, Kyushu Institute of Technology, Fukuoka, Japan.

Xu，Qi,Geng，Hao,Chen，Song,et al. GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning[J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,2022,41(10):3492-3502.

Xu，Qi.,Geng，Hao.,Chen，Song.,Yuan，Bo.,Zhuo，Cheng.,...&Wen，Xiaoqing.(2022).GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems,41(10),3492-3502.

Xu，Qi,et al."GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning".IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 41.10(2022):3492-3502.