Routeplacer: An end-to-end routability-aware placer with graph neural network

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Rl4co: an extensive reinforcement learning for combinatorial optimization benchmark

F Berto, C Hua, J Park, L Luttmann, Y Ma, F Bu… - arxiv preprint arxiv …, 2023 - arxiv.org
We introduce RL4CO, an extensive reinforcement learning (RL) for combinatorial
optimization (CO) benchmark. RL4CO employs state-of-the-art software libraries as well as …
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TransPlace: Transferable Circuit Global Placement via Graph Neural Network

Y Hou, H Ye, Y Zhang, S Xu, G Song - arxiv preprint arxiv:2501.05667, 2025 - arxiv.org
Global placement, a critical step in designing the physical layout of computer chips, is
essential to optimize chip performance. Prior global placement methods optimize each …
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