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RPS is not deterministic and not seeded correctly. #1223

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MiladInk opened this issue Jul 16, 2024 · 1 comment
Open
1 task done

RPS is not deterministic and not seeded correctly. #1223

MiladInk opened this issue Jul 16, 2024 · 1 comment
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@MiladInk
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I am just running the rock paper scissor example of pettingzoo here. I found out if I run the code multiple times, I get different plays. This is a bug. I think it is because the passed seed is not used at all in the code. However, I am not sure how we seed the environments in petting zoo. In Gym, we seed, and then use the env.np_seed to generate stuff if IIRC.

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@MiladInk MiladInk added the bug Something isn't working label Jul 16, 2024
@MiladInk
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MiladInk commented Jul 16, 2024

I am also finding out that the RSP parallel example is using
observation, infp = env.reset()
while reset returns nothing.

I can fix this one and make a pull request but don't know where the tutorial resides in the repo.

Edit: I currently understand what is going on. The example code is actually converting the environment from a parallel environment to an AEC one. However, the code that is provided right after that in the tutorial is assuming a parallel environment. This is scary! Is petting zoo not supported well? I didn't expect to run into these problems in the tutorial 😨

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