How to make the agent automatically pause after training to a certain number of turns

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Lin 2023-10-26

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https://ww2.mathworks.cn/matlabcentral/answers/2038891-how-to-make-the-agent-automatically-pause-after-training-to-a-certain-number-of-turns

回答： Emmanouil Tzorakoleftherakis 2023-10-27

How to make the agent automatically pause after training to a certain number of turns.I want to stop the agent and then bring in the External action and then continue training

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Answer 1

Pratyush 2023-10-26

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Hi Lin,

I understand that you want to make the agent automatically pause after training to a certain number of turns.

To make the agent automatically pause after training for a certain number of turns in MATLAB, you can use the "TrainingOptions" object and set the MaxEpisodes or "MaxStepsPerEpisode" property to the desired number of turns.You can refer to the following document for more details on "rlTrainingOptions": https://in.mathworks.com/help/reinforcement-learning/ref/rl.option.rltrainingoptions.html#d126e72606

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Lin 2023-10-26

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Answer 2

Emmanouil Tzorakoleftherakis 2023-10-27

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You can actually automate this process without having to stop training if you are using Simulink. There is an port 'Use external action' in the RL Agent block, so you can turn this into one when you want external actions to be considered.