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IDSIA / hhmarl_2D

Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat
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How to set args when running train_hetero.py #1

Closed ad56917783 closed 10 months ago

ad56917783 commented 10 months ago

1.Is it essential to train every level of the hetero with "--level" from 1 to 5? 2.Is it essential to set the argument "--restore=True" when "--level">=2? 3.If ValueError "[[nan,nan,nan,...,nan,nan],...,[nan,nan,...,nan,nan]" is raised,and logger warns "NaN or Inf in input data",should I restore the model from lower level or retrain the model from level=1?

ardian-selmonaj commented 10 months ago
  1. You can also directly start with level 2 or 3, but not from level 4 or 5. Because L4 and L5 need the models of L3 for the opponents.
  2. yes, otherwise training starts again from beginning.
  3. I don't know I didn't get a ValueError

Anyhow, I will upload an updated version in the coming days ...