Reinforcement-learning-with-tensorflow-master

代码说明：

说明：  实现强化学习，完成人工智能，实现机器学习，完成深度学习(Realize reinforcement learning, artificial intelligence, machine learning and deep learning)

文件列表：

Reinforcement-learning-with-tensorflow-master, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\.gitignore, 5 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\LICENCE, 1055 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\README.md, 4600 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\RL_cover.jpg, 69700 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\10_A3C, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\10_A3C\A3C_RNN.py, 9429 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\10_A3C\A3C_continuous_action.py, 8158 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\10_A3C\A3C_discrete_action.py, 7894 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\10_A3C\A3C_distributed_tf.py, 9199 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\11_Dyna_Q, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\11_Dyna_Q\RL_brain.py, 3068 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\11_Dyna_Q\maze_env.py, 3898 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\11_Dyna_Q\run_this.py, 1500 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\12_Proximal_Policy_Optimization, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\12_Proximal_Policy_Optimization\DPPO.py, 8270 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\12_Proximal_Policy_Optimization\discrete_DPPO.py, 8817 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\12_Proximal_Policy_Optimization\simply_PPO.py, 6467 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\1_command_line_reinforcement_learning, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\1_command_line_reinforcement_learning\treasure_on_right.py, 3444 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\RL_brain.py, 1851 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\__pycache__, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\__pycache__\RL_brain.cpython-36.pyc, 1832 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\__pycache__\maze_env.cpython-36.pyc, 3630 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\maze_env.py, 4307 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\2_Q_Learning_maze\run_this.py, 1388 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\3_Sarsa_maze, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\3_Sarsa_maze\RL_brain.py, 2711 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\3_Sarsa_maze\maze_env.py, 4012 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\3_Sarsa_maze\run_this.py, 1510 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\4_Sarsa_lambda_maze, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\4_Sarsa_lambda_maze\RL_brain.py, 3177 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\4_Sarsa_lambda_maze\maze_env.py, 4013 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\4_Sarsa_lambda_maze\run_this.py, 1602 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.1_Double_DQN, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.1_Double_DQN\RL_brain.py, 6678 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.1_Double_DQN\run_Pendulum.py, 2133 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.2_Prioritized_Replay_DQN, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.2_Prioritized_Replay_DQN\RL_brain.py, 11823 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.2_Prioritized_Replay_DQN\run_MountainCar.py, 2113 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.3_Dueling_DQN, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.3_Dueling_DQN\RL_brain.py, 6714 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5.3_Dueling_DQN\run_Pendulum.py, 2159 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5_Deep_Q_Network, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5_Deep_Q_Network\DQN_modified.py, 6566 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5_Deep_Q_Network\RL_brain.py, 8416 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5_Deep_Q_Network\maze_env.py, 4165 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\5_Deep_Q_Network\run_this.py, 1342 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\6_OpenAI_gym, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\6_OpenAI_gym\RL_brain.py, 8375 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\6_OpenAI_gym\run_CartPole.py, 1475 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\6_OpenAI_gym\run_MountainCar.py, 1355 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\7_Policy_gradient_softmax, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\7_Policy_gradient_softmax\RL_brain.py, 4346 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\7_Policy_gradient_softmax\run_CartPole.py, 1815 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\7_Policy_gradient_softmax\run_MountainCar.py, 2025 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\8_Actor_Critic_Advantage, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\8_Actor_Critic_Advantage\AC_CartPole.py, 5860 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\8_Actor_Critic_Advantage\AC_continue_Pendulum.py, 6388 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\9_Deep_Deterministic_Policy_Gradient_DDPG, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\9_Deep_Deterministic_Policy_Gradient_DDPG\DDPG.py, 10059 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\9_Deep_Deterministic_Policy_Gradient_DDPG\DDPG_update.py, 5712 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\9_Deep_Deterministic_Policy_Gradient_DDPG\DDPG_update2.py, 5679 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\Curiosity_Model, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\Curiosity_Model\Curiosity.png, 126359 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\Curiosity_Model\Curiosity.py, 6444 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\contents\Curiosity_Model\Random_Network_Distillation.py, 6272 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\2D_car, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\2D_car\DDPG.py, 9797 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\2D_car\car_env.py, 7953 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\2D_car\collision.py, 2072 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Robot_arm, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Robot_arm\A3C.py, 8623 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Robot_arm\DDPG.py, 10448 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Robot_arm\DPPO.py, 8028 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Robot_arm\arm_env.py, 8477 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker\A3C.py, 8590 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker\A3C_rnn.py, 10074 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker\DDPG.py, 16096 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker\log, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_BipedalWalker\log\events.out.tfevents.1490801027.Morvan, 1125094 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_LunarLander, 0 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_LunarLander\A3C.py, 9653 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_LunarLander\DuelingDQNPrioritizedReplay.py, 13025 , 2020-11-01
Reinforcement-learning-with-tensorflow-master\experiments\Solve_LunarLander\run_LunarLander.py, 1712 , 2020-11-01