├── Chapter02 ├── Frozen_Lake_QLearning.py └── Frozen_Lake_QNetwork.py ├── Chapter03 └── Frozen_Lake_Value_Iteration_MDP.py ├── Chapter04 └── PlayPongPolicyGradients.py ├── Chapter05 ├── Atari_Breakout.py ├── DeepQNetwork_Cartpole.py ├── Deep_Q_Network_Mountain_Car.py ├── Deep_Q_Network_Mountain_Car.pyc ├── MountainCar_SARSA.py └── Mountain_Car_Problem_QLearning.py ├── Chapter06 └── A3C_Pong.py ├── LICENSE ├── README.md └── requirements.sh /Chapter02/Frozen_Lake_QLearning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter02/Frozen_Lake_QLearning.py -------------------------------------------------------------------------------- /Chapter02/Frozen_Lake_QNetwork.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter02/Frozen_Lake_QNetwork.py -------------------------------------------------------------------------------- /Chapter03/Frozen_Lake_Value_Iteration_MDP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter03/Frozen_Lake_Value_Iteration_MDP.py -------------------------------------------------------------------------------- /Chapter04/PlayPongPolicyGradients.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter04/PlayPongPolicyGradients.py -------------------------------------------------------------------------------- /Chapter05/Atari_Breakout.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/Atari_Breakout.py -------------------------------------------------------------------------------- /Chapter05/DeepQNetwork_Cartpole.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/DeepQNetwork_Cartpole.py -------------------------------------------------------------------------------- /Chapter05/Deep_Q_Network_Mountain_Car.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/Deep_Q_Network_Mountain_Car.py -------------------------------------------------------------------------------- /Chapter05/Deep_Q_Network_Mountain_Car.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/Deep_Q_Network_Mountain_Car.pyc -------------------------------------------------------------------------------- /Chapter05/MountainCar_SARSA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/MountainCar_SARSA.py -------------------------------------------------------------------------------- /Chapter05/Mountain_Car_Problem_QLearning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter05/Mountain_Car_Problem_QLearning.py -------------------------------------------------------------------------------- /Chapter06/A3C_Pong.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/Chapter06/A3C_Pong.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/README.md -------------------------------------------------------------------------------- /requirements.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Reinforcement-Learning-with-TensorFlow/HEAD/requirements.sh --------------------------------------------------------------------------------