Is there any other example of Reinforcement Learning except ChangeOvertimes.RL?

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Kuilin S asked Jul 18, '22 Felix Möhlmann answered Jul 20, '22

Is there any other example of Reinforcement Learning except ChangeOvertimes.RL?

Reinforcement Learning is usually used when there are couple of observations. But the user manual offer a very simple example of RL. Is there any other example of Reinforcement Learning except ChangeOvertimes.RL? If neccessarily, please change the model of ChangeoverTimes. Add more observation parameters. Please help me to get a more complex version of RL. Some creative thoughts...

ChangeoverTimesRL.fsm.fsm

Software Version:

FlexSim 22.0.4

reinforcement learning

changeovertimesrlfsm.fsm (268.4 KiB)

5 |100000

Attachments: Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

Answer 1 · 2022-07-18T09:35:10Z

Felix Möhlmann answered Jul 18, '22

Do you think the example is missing information? Because the necessary steps shouldn't change when adding more observations.

Or are you just looking for ideas for a more complex example?
You could for instance add information about whether the types 1-5 are actually available to be pulled.

Or vary the setup time distribution/table during the model run but add observations that show the currently expected time for each type.

Or add more machines with different setup time tables and add which processor is pulling to the observations.

· 1

5 |100000

Attachments: Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

Kuilin S commented · Jul 19, 2022 at 05:53 AM

Thank you for your advice. (●'◡'●)

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