Incorporate Time into Reinforcement Learning Environment

2 Ansichten (letzte 30 Tage)
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?

Akzeptierte Antwort

Emmanouil Tzorakoleftherakis
Bearbeitet: Emmanouil Tzorakoleftherakis am 13 Jul. 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.

Weitere Antworten (0)

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by