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
1 Comment
Emmanouil Tzorakoleftherakis
on 27 Jan 2020
Hi Averill,
Is there a specific application you have in mind? That would be helpful to see if there are any workarounds.
Answers (3)
Averill Law
on 28 Jan 2020
3 Comments
Emmanouil Tzorakoleftherakis
on 28 Jan 2020
+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
on 9 Jan 2022
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
on 7 Feb 2020
1 Comment
Emmanouil Tzorakoleftherakis
on 7 Feb 2020
Edited: Emmanouil Tzorakoleftherakis
on 7 Feb 2020
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
on 22 Feb 2021
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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