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• ai-gym-master
  • cart_pole
    • trained_models
      • cart_pole_dpn_3-layers.mod
      • cart_pole_dpn_2-layers.mod
      • cart_pole_dpn_1-layer.mod
    • cart_pole_dqn_cntk.py
    • cart_pole_q_learning_4D.py
    • cart_pole_manual_q_theta_only.py
    • cart_pole_q_learning_theta_only.py
  • atari_breakout
    • atari_breakout_dqn_cntk.py
  • LICENSE
  • maze_2d
    • videos
    • maze_2d_q_learning.py
  • MNIST
    • mnist_softmax_cntk.py
    • mnist_softmax_tensorflow.py
  • README.md
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AI Gym

Deep learning and robotics related practice projects.

• Building a Deep Handwritten Digits Classifier using Microsoft Cognitive Toolkit

• Cart-Pole Balancing with Q-Learning

• Follow-ups: Cart-Pole Balancing with Q-Network