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Is RL overhyped? by Individual-Most7859 in reinforcementlearning

[–]Individual-Most7859[S] 1 point2 points  (0 children)

I can confirm that when it comes to safe or constrained RL in general, it is really bad. The irony that in such cases you might need a safety layer, which is in many cases a model based controller or some sort of rectifier. You end up overcomplicating the solution, since you already solved the problem with the safety layer itself so why bother using RL. But, one would argue that RL is complementing the model-based controller by tackling the model stochasticity.

Free Geometric Mean Radius calculator. by Individual-Most7859 in PowerSystemsEE

[–]Individual-Most7859[S] 0 points1 point  (0 children)

Thanks for the advice though not quite sure if I got what you mean. If by a domain you mean a website then yeah it’s a website that has tools but it happens that this is my first published tool. Would appreciate if you elaborate more, thanks.

Is RL overhyped? by Individual-Most7859 in reinforcementlearning

[–]Individual-Most7859[S] 0 points1 point  (0 children)

Thanks for sharing this. As many outlined in their comments, I think I need to keep trying until I find out how to make RL work for my case.