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High quality standard cell layout automation in advanced technology nodes isstill challenging in the industry today because of complex design rules. Inthis paper we introduce an automatic standard cell layout generator calledNVCell that can generate layouts with equal or smaller area for over 90% ofsingle row cells in an industry standard cell library on an advanced technologynode. NVCell leverages reinforcement learning (RL) to fix design ruleviolations during routing and to generate efficient placements.

NVCell: Standard Cell Layout in Advanced Technology Nodes with Reinforcement Learning