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a series of modifications to get the continual world up to gymnasium, recent metaworld, and the sac model running#10

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a series of modifications to get the continual world up to gymnasium, recent metaworld, and the sac model running#10
balloch wants to merge 2 commits into
awarelab:mainfrom
balloch:dev

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@balloch

@balloch balloch commented Dec 22, 2023

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maybe this shouldn't be pushed to main, but instead to some new feature branch like "gymnasium"?

Process for building the environment right now (tested Python 3.10):

  • install tensorflow==2.14
    python3 -m pip install "tensorflow[and-cuda]==2.14"
  • clone and install latest metaworld from source (but with mujoco>=2.3:
    git clone https://github.com/balloch/Metaworld.git && cd Metaworld && pip install . && cd ..
  • pip install continual world

only really tested with run_cl.py so far, and haven't tested the CL methods yet just vanilla SAC

Only real issue is that for some reason I had to comment out the @tf.function build decorators to get SAC to run which doesn't seem correct and might be environment dependent, so maybe those changes specifically shouldn't be merged. I am planning on PR for a Docker container like in Metaworld to ensure that the testing environment is more controllable

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