Search Unity

  1. Unity support for visionOS is now available. Learn more in our blog post.
    Dismiss Notice

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
     
  2. GamerLordMat

    GamerLordMat

    Joined:
    Oct 10, 2019
    Posts:
    185
    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