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Question How to distinguish between overfitting, local maximum, and just needing to train longer

Discussion in 'ML-Agents' started by mcdenyer, May 19, 2023.

  1. mcdenyer

    mcdenyer

    Joined:
    Mar 4, 2014
    Posts:
    48
    When training stalls out at a certain point in my levels I'm trying to diagnose what is happening so I can try and tweak hyperparamters accordingly
     
    mcdenyer, May 19, 2023
    #1

  2. GamerLordMat

    GamerLordMat

    Joined:
    Oct 10, 2019
    Posts:
    168
    overfitting has good results in Training but when changing the env a little bit it wont work, for local maxima just let it train longer and see (maybe you will need better training like curriculum)

    In many cases I had a bug causing issues
     
    GamerLordMat, Jun 2, 2023
    #2