How to keep actions values at minimum before disturbance and let the agent choose different action values only after the disturbance?

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Shah Fahad 2023-5-27

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https://ww2.mathworks.cn/matlabcentral/answers/1974579-how-to-keep-actions-values-at-minimum-before-disturbance-and-let-the-agent-choose-different-action-v

回答： Emmanouil Tzorakoleftherakis 2023-5-30

Hello,

I am training reinforcement learning DDPG agent for for a control application. In my training, the agent tries to increase the agent actions from the start of each episode, I want the agent to keep minimum values of actions before the disturbance occurs and then change the action values after the disturbance. How to implement this idea ?

Thank you.

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回答（1 个）

Emmanouil Tzorakoleftherakis 2023-5-30

Please take a look here. As of R2022a you can place the RL policy block inside a triggered subsystem and only enable the subsystem for training when required.

Hope this helps