Reinforcement Learning does not work with SimEvents.
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I was told by Theresa Hubscher-Younger of Mathworks that "Reinforcement Learning" does NOT work with "SimEvents." When will this be fixed? When will release R2020a occur? Thank you.
Averill M. Law
520-795-6265
averill@simulation.ws
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Emmanouil Tzorakoleftherakis
2020년 1월 27일
Hi Averill,
Is there a specific application you have in mind? That would be helpful to see if there are any workarounds.
답변 (3개)
Averill Law
2020년 1월 28일
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Emmanouil Tzorakoleftherakis
2020년 1월 28일
+1 on the tech support part.
In terms of whether Reinforcement Learning Toolbox can work with SimEvents, I have personally created an example that uses both, but in my case learning was time-based and not based on events. I am not sure how you would set up the problem for event-based learning given that these can occur at random time steps - maybe LSTMs or using the Agent block from a trigerred subsystem would work. I think that was probably what Teresa was hinting to.
Thorsten
2022년 1월 9일
Dear Emmanouil,
can you send me your example, because I am very interested in that topic.
Best regards
Thorsten
thorsten.pawletta@hs-wismar.de
Averill Law
2020년 2월 7일
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Emmanouil Tzorakoleftherakis
2020년 2월 7일
편집: Emmanouil Tzorakoleftherakis
2020년 2월 7일
Hi Averill,
I am pretty sure you will not see any error if you try to use the two products together, it's just that some workflows may not be supported yet. This is because the first few releases are more focused on controls problems that have fixed sample time/decision points.
I think putting together a simple example and calling tech support would be the best way to solve any issues you may face. The development team will eventually get involved if necessary.
Maria del Mar Morejón de Girón Albelda
2021년 2월 22일
Dear Averill,
Did you get an answer? Can both toolboxes be mixed in a simulation?
Thanks in advance and hope you could get further with your project.
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