Fruit-API icon indicating copy to clipboard operation
Fruit-API copied to clipboard
verified publisher icon garlicdevs

pareto front

Open TyrandeWhisperwind opened this issue 5 years ago • 2 comments

how to get the pareto front after training a model, saving it and evaluating?

TyrandeWhisperwind avatar Jul 20 '20 20:07 TyrandeWhisperwind

You need to calculate the hypervolume, I think

garlicdevs avatar Jul 23 '20 08:07 garlicdevs

Can you check this paper: https://www.researchgate.net/publication/220343783_Empirical_evaluation_methods_for_multiobjective_reinforcement_learning_algorithms But I think 2, 3 objectives are feasible to calculate, more than that, you need to find an approximate front

garlicdevs avatar Jul 23 '20 08:07 garlicdevs