Incorporate Time into Reinforcement Learning Environment
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Huzaifah Shamim
el 10 de Jul. de 2020
Comentada: Huzaifah Shamim
el 13 de Jul. de 2020
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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Emmanouil Tzorakoleftherakis
el 13 de Jul. de 2020
Editada: Emmanouil Tzorakoleftherakis
el 13 de Jul. de 2020
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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