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LxzGordon / PECAN

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Model Checkpoints of Human Behavior Cloning Agent #2

Open ymahlau opened 1 year ago

ymahlau commented 1 year ago

Hello,

I love that you uploaded some of the model checkpoints of the Human Behavior Cloning Agent used in your experiments! Would it be possible that you upload the model checkpoints for all five layouts of Overcooked? This would greatly facilitate reproducibility and enable a fair comparison to other methods.

Yours Yannik

ymahlau commented 10 months ago

However, when trying to load the given model checkpoints i ran into the following error:

ValueError: Cannot feed value of shape (68, 100) for Tensor 'Placeholder:0', which has shape '(62, 64)'

Is it possible that the provided models are malformed or only work on a specific version of tensorflow? If so could you provide the version you used?

LxzGordon commented 9 months ago

Hi, I cannot reproduce this problem on my machine. Tensorflow version in this repo is tensorflow-gpu==1.15.5. Maybe you can try to use this version first.

ymahlau commented 9 months ago

The error still persists, but i agree that it is probably due to a wrong version used by me. Could you give a list of the packages and versions used by you? Especially the version of stable baselines is probably important. When i use your installation shell script i run into errors, because tensorflow-gpu does not really exist anymore:

The "tensorflow-gpu" package has been removed! Please install "tensorflow" instead.

Maybe you could create an environment.yml from your working conda environment and publish that?