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tensorflow_environment.md

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TensorFlow Environment Setup

Installed Packages

  • tensorflow
  • tensorflow-probability
  • tf-keras
  • gym
  • numpy

Configuration

  • CPU-only setup (no CUDA drivers required)
  • Using TensorFlow's CPU device placement
  • Compatible with CartPole-v1 environment

Notes

  • TensorFlow Addons not available for Python 3.12
  • Required functionality will be implemented using core TensorFlow features
  • Device handling through tf.device('/CPU:0') for explicit CPU usage

Verification Status

  • Basic matrix operations
  • Neural network components
  • Probability distributions
  • Gym environment integration