Incorporate Time into Reinforcement Learning Environment
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Huzaifah Shamim
2020년 7월 10일
댓글: Huzaifah Shamim
2020년 7월 13일
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
2020년 7월 13일
편집: Emmanouil Tzorakoleftherakis
2020년 7월 13일
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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