GraCo uses reinforcement learning and graph consistency checks to jointly synthesize circuit topologies and transistor sizes, finding an inverter with about 5x fewer samples than random search and a faster NAND2 gate.
Autockt: Deep reinforcement learning of analog circuit designs,
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GraCo -- A Graph Composer for Integrated Circuits
GraCo uses reinforcement learning and graph consistency checks to jointly synthesize circuit topologies and transistor sizes, finding an inverter with about 5x fewer samples than random search and a faster NAND2 gate.