AI4Finance-Foundation / AI4Finance-Foundation/RLSolver

📝 MCPG: special sampling methds and special local search

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Description

我对MCPG算法的代码又进行了简化,简化后只有 300行内。有两个地方我看不懂,希望大家讨论后一起弄懂。

1. 我想要知道MCPG代码里这个采样方法对应论文的哪里?论文是否提及了?[Metropolis-Hastings sampling](https://github.com/AI4Finance-Foundation/RLSolver/blob/16bdc79fcefe1e044fe0b7ce7b837874f8035430/helloworld/maxcut/graph_max_cut_mcpg.py#L17)
2. 我想要知道这里被MCPG代码标记了 local search 的while loop里,为何有很多奇怪的常数?例如0.125 [while loop of local search](https://github.com/AI4Finance-Foundation/RLSolver/blob/16bdc79fcefe1e044fe0b7ce7b837874f8035430/helloworld/maxcut/graph_max_cut_mcpg.py#L65)

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