A Reinforcement Learning Agent for Obstacle-Avoiding Rectilinear Steiner Tree Construction

Author:

Chen Po-Yan1,Ke Bing-Ting1,Lee Tai-Cheng1,Tsai I-Ching2,Kung Tai-Wei2,Lin Li-Yi2,Liu En-Cheng2,Chang Yun-Chih2,Li Yih-Lang1,Chao Mango C.-T.1

Affiliation:

1. National Yang Ming Chiao Tung University, Hsinchu, Taiwan Roc

2. Realtek Semiconductor Corporation, Hsinchu, Taiwan Roc

Publisher

ACM

Reference21 articles.

1. The Rectilinear Steiner Tree Problem is $NP$-Complete

2. Z. Shen Steiner tree construction with rectilinear blockages," in Proc . ICCD , 2005 , pp. 38 -- 44 . Z. Shen et al., "Efficient rectilinear Steiner tree construction with rectilinear blockages," in Proc. ICCD, 2005, pp. 38--44.

3. Obstacle avoiding rectilinear Steiner tree construction based on spanning graphs;Lin C. W.;IEEE TCAD,2008

4. EBOARST: An efficient edge-based obstacle-avoiding rectilinear Steiner tree construction algorithm;Long J. Y.;IEEE TCAD,2008

5. Multilayer obstacle-avoiding rectilinear Steiner tree construction based on spanning graphs;Lin C.-W.;IEEE TCAD,2008

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2. Timing-Driven Obstacle-Avoiding X-Architecture Steiner Minimum Tree Algorithm With Slack Constraints;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-05

3. Beyond games: a systematic review of neural Monte Carlo tree search applications;Applied Intelligence;2023-12-28

4. Deep-Steiner: Learning to Solve the Euclidean Steiner Tree Problem;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2023

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