Search Results for author: Zhanwen Zhou

Found 2 papers, 2 papers with code

XRoute Environment: A Novel Reinforcement Learning Environment for Routing

1 code implementation23 May 2023 Zhanwen Zhou, Hankz Hankui Zhuo, Xiaowu Zhang, Qiyuan Deng

The resulting environment is challenging, easy to use, customize and add additional scenarios, and it is available under a permissive open-source license.

reinforcement-learning

Retrosynthetic Planning with Experience-Guided Monte Carlo Tree Search

1 code implementation11 Dec 2021 Siqi Hong, Hankz Hankui Zhuo, Kebing Jin, Guang Shao, Zhanwen Zhou

In retrosynthetic planning, the huge number of possible routes to synthesize a complex molecule using simple building blocks leads to a combinatorial explosion of possibilities.

Multi-step retrosynthesis

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