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Reinforce Policy in TensorFlow

Python & TensorFlow implementation of the PG Reinforce for deep reinforcement learning.

Dependencies:

  • TensorFlow
  • OpenAI Gym
  • numpy

Run the example by cloning the repository and typing python main.py

Training results

At the beginning, the pole is going to fall easily.
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Given enough training time (400~500 episodes), the cart will be able to keep it upright.
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License

MIT

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