Creating Q-table
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I have made my own RL environment where the observation is a vector of 8 elements "for example [1,2,3,4,5,6,7,8]" and the action set has four elements(["up","down","right", "left"]) and I'm trying to apply Q-Learning algorithm. my question is how to create the q-table. I did read about
T = rlTable(obsinfo,actinfo)
but I got stuck without any progress. How can I create the table?
2 commentaires
hsu yi cheng
le 3 Sep 2021
Modifié(e) : hsu yi cheng
le 3 Sep 2021
Hi, I'm working on a similar project as yours. May I have your file as a reference ? Thanks
RUBEN HERNANDEZ
le 26 Avr 2022
Hi, Im' trying to simulate Q-learnig for control inverted pendulum in simulink, but i have problem to create the q-table.
For example, I have three watch signals. How can it be defined as discrete observations with their limits?
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Emmanouil Tzorakoleftherakis
le 18 Mar 2021
Modifié(e) : Emmanouil Tzorakoleftherakis
le 18 Mar 2021
If you are implemeting your own, you want to use rlFiniteSetSpec which is designed for discrete observation. rlNumericSpec is for observations continuous in nature.
4 commentaires
Emmanouil Tzorakoleftherakis
le 18 Mar 2021
Not sure I understand the question. If you type
yourTablename.Table
you have access to all the table elements and you can use them however you need.
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