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ClaudiuFilip110 avatar ClaudiuFilip110 commented on June 2, 2024 3

Hi, I've had some problems with keras-rl and tensorflow and I managed to find a solution to this problem, after hours of trying to figure it out. Hopefully it works for you too.

keras-rl works with tensorflow 1.X, from my understanding, and keras-rl2 is supposed to fix that by requiring tensorflow>=2.1.0. Unfortunately, keras-rl2 is archived, so there can't be anymore fixes. My solution was this:

  1. Download the keras-rl2 source code from here
  2. Go into setup.py and remove the install_requirements=['tensorflow'], line OR you can even change it to tensorflow-macos
  3. Follow the install instructions from source code from here (the keras-rl2 instructions are incomplete)

Once you install keras-rl2 your problems should dissapear.

My issues here these:

  • ERROR: Could not find a version that satisfies the requirement tensorflow (from keras-rl2) (from versions: none) when trying to install keras-rl2
  • ERROR: when trying to do pip install keras-rl2==1.0.5
    Keras symbolic inputs/outputs do not implement __len__. You may be trying to pass Keras symbolic inputs/outputs to a TF API that does not register dispatching, preventing Keras from automatically converting the API call to a lambda layer in the Functional Model. This error will also get raised if you try asserting a symbolic input/output directly.

Hopefully this helps.

from keras-rl.

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