openai / procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

Home Page:https://openai.com/blog/procgen-benchmark/

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About the meaning of level

gemcollector opened this issue · comments

I'm sorry I wanna ask 3 very simple questions:

  1. what does the "level" mean? Different levels have different visual background?
  2. So if I set up the "num_level=500" ,does that mean I will train an agent on 500 different visual background game?
  3. And how can I change to the generalization mode? just let the "num_level=0"?

Thx for your reply!~

  1. For many of the environments they don't have just different visual backgrounds, but also different maps (so like boxes in difference places, see coinrun for a good example)
  2. Yeah, you can try this out with the interactive script, by setting num_level=1 or num_level=2.
  3. I believe that is correct.