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Has anyone managed to retrain the ML soccer agents on their home machine? How long did it take?

Discussion in 'ML-Agents' started by vag_liv, Jun 10, 2020.

  1. vag_liv

    vag_liv

    Joined:
    Oct 24, 2012
    Posts:
    4
    Hi all,

    I am trying to retrain the soccer agents from the ML agents soccer example.
    I haven't changed anything from what was supplied (trainer files, reward functions etc), this was just a test to see how long it would take on my home PC.

    I have GPU acceleration, with a Geforce GTX 1080.

    With PPO traner, I ve left it running all night, and the mean reward seemed to be stuck at 0.0 at the end.
    With Sac trainer, i ve left it running for around 5 hours, to get similar results.(but maybe i wasnt meant to use Sac with this network, since the soccer example wasnt in the sac trainer yaml file, i added it by copying from the trainer.yaml)

    Anyone can give me any idea of how long would training the soccer agents take? (to get to a quality similar to what the supplied training network from the Unity examples has)
     
  2. vincentgao88

    vincentgao88

    Unity Technologies

    Joined:
    Feb 7, 2018
    Posts:
    21
    Since Soccer environment is a adversarial environment, it is suppose to converge at 0 reward.