Incorporate Time into Reinforcement Learning Environment

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ahmed_sultan - 2021-05-25T10:52:53+00:00
Question: Incorporate Time into Reinforcement Learning Environment

I am creating my own custom environemnt on MATLAB using the rlFunctionEnv function. I wanted to know whether I could somehow incorporate time into my envirnment when training it using a DQN as my environment needs to know the time at each time step. Is there a way to do this?  

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    • Expert Answer

    Profile picture of Kshitij Singh Kshitij Singh answered . 2025-11-20

    Time would be another parameter of your environment. Interactions between the agent and environment happen at discrete time steps, so you can create a variable and increase it by an amount equal to your agent's sample time. If you step function also includes numerical integration you could use the integration times as well.
     


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