4thfever / RL_Dispatch

The toy example of power dispatch using reinforcement learning

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case_generato.pyr:生成新的案例
grid_definer.py:定义电网拓扑及参数
dql_learn.py:强化学习训练
dqn_model.py:神经网络
main.py:主程序


utils
--env.py:封装潮流环境
--pp_wrapper.py:pandapower API
--replay_buffer.py:loader,提供训练样本
--schedule.py:在exploitation和exploration之间权衡


config
--expr.yaml:实验配置
--gen_case.yaml:案例生成配置
--grid.yaml:网络生成配置

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The toy example of power dispatch using reinforcement learning


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