Deep-Reinforcement-Learning-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，深度学习(Realize reinforcement learning, artificial intelligence, machine learning and deep learning)

文件列表：

Deep-Reinforcement-Learning-master, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\README.md, 5602 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\DQN.ipynb, 20544 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\agent.py, 6022 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\cnn.py, 7177 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\deep_q.py, 3426 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\environment.py, 3660 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\experience.py, 2604 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\history.py, 536 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\main.py, 6813 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter10\statistic.py, 4805 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\Breakout.ipynb, 5752 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\Breakout.py, 537 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\Environment.ipynb, 10876 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\Environment.py, 4798 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\greedy.ipynb, 1832 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter2\greedy.py, 759 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Policy Evaluation.ipynb, 24134 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Policy Evaluation.py, 3274 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Policy Improvement.ipynb, 13572 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Policy Improvement.py, 4533 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Value Iteration.ipynb, 4270 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter3\Value Iteration.py, 2272 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC firstvisit prediciton.ipynb, 552767 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC firstvisit prediciton.py, 4494 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_blackjack.ipynb, 4494 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_blackjack.py, 1361 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_firstvisit_control .ipynb, 262974 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_firstvisit_control .py, 3716 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_off_policy_weighted_importance_sampleing.ipynb, 264949 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter4\MC_off_policy_weighted_importance_sampleing.py, 4389 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_CartPole.ipynb, 16698 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_CartPole.py, 811 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_Qlearning.ipynb, 622609 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_Qlearning.py, 5557 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_sarsa.ipynb, 144596 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter5\TD_sarsa.py, 5243 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_Qlearning.ipynb, 110413 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_Qlearning.py, 7068 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_Qlearning2.ipynb, 251246 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_Qlearning2.py, 8978 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_SARSA.ipynb, 109242 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter6\FA_SARSA.py, 6371 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter7, 0 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter7\PG_ACPG.ipynb, 501972 , 2019-04-04
Deep-Reinforcement-Learning-master\chapter7\PG_MCPG.ipynb, 27679 , 2019-04-04