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Artificial Intelligence Reinforcement Learning in Python

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文件列表

  1. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 186MB
  2. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/11. Bellman Examples.mp4 87MB
  3. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/1. Beginners, halt! Stop here if you skipped ahead.mp4 84MB
  4. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78MB
  5. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/7. Approximation Methods for Control Code.mp4 78MB
  6. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/16. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4 75MB
  7. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/5. Iterative Policy Evaluation in Code.mp4 68MB
  8. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/7. Code pt 2.mp4 65MB
  9. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/5. Monte Carlo Control in Code.mp4 64MB
  10. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/5. Warmup.mp4 63MB
  11. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/5. Approximation Methods for Prediction Code.mp4 62MB
  12. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/5. Markov Decision Processes (MDPs).mp4 62MB
  13. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/2. Iterative Policy Evaluation.mp4 61MB
  14. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/10. Policy Iteration in Code.mp4 56MB
  15. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/12. Optimal Policy and Optimal Value Function (pt 1).mp4 56MB
  16. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/15. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4 56MB
  17. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/12. UCB1 Theory.mp4 56MB
  18. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.mp4 55MB
  19. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/2. Gridworld.mp4 54MB
  20. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/9. Code pt 4.mp4 53MB
  21. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/3. Data and Environment.mp4 52MB
  22. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/1. Section Introduction The Explore-Exploit Dilemma.mp4 52MB
  23. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/3. Monte Carlo Policy Evaluation in Code.mp4 52MB
  24. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/11. Policy Iteration in Windy Gridworld.mp4 51MB
  25. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma.mp4 51MB
  26. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/24. (Optional) Alternative Bandit Designs.mp4 50MB
  27. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/6. Code pt 1.mp4 50MB
  28. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/19. Thompson Sampling With Gaussian Reward Theory.mp4 49MB
  29. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/1. Monte Carlo Intro.mp4 48MB
  30. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/2. Monte Carlo Policy Evaluation.mp4 47MB
  31. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/7. Iterative Policy Evaluation for Windy Gridworld in Code.mp4 47MB
  32. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/9. CartPole Code.mp4 47MB
  33. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/4. Gridworld in Code.mp4 47MB
  34. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/3. Feature Engineering.mp4 46MB
  35. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/13. Value Iteration in Code.mp4 46MB
  36. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/5. SARSA in Code.mp4 45MB
  37. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/4. How to Model Q for Q-Learning.mp4 45MB
  38. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/8. Policy Improvement.mp4 44MB
  39. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/11. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 44MB
  40. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/4. How to Succeed in this Course.mp4 44MB
  41. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/8. Comparing Different Epsilons.mp4 44MB
  42. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/20. Thompson Sampling With Gaussian Reward Code.mp4 43MB
  43. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/6. Windy Gridworld in Code.mp4 41MB
  44. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/7. Epsilon-Greedy in Code.mp4 41MB
  45. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/3. High Level Overview of Reinforcement Learning/2. From Bandits to Full Reinforcement Learning.mp4 41MB
  46. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/7. Monte Carlo Control without Exploring Starts in Code.mp4 41MB
  47. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/2. Course Outline and Big Picture.mp4 40MB
  48. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/6. Future Rewards.mp4 39MB
  49. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39MB
  50. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/7. Q Learning in Code.mp4 39MB
  51. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/9. Interlude Common Beginner Questions/1. This Course vs. RL Book What's the Difference.mp4 38MB
  52. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4 38MB
  53. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 38MB
  54. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/1. MDP Section Introduction.mp4 37MB
  55. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/4. Monte Carlo Control.mp4 36MB
  56. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/12. Value Iteration.mp4 35MB
  57. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/1. Dynamic Programming Section Introduction.mp4 35MB
  58. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/23. Bandit Summary, Real Data, and Online Learning.mp4 35MB
  59. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/4. Approximation Methods for Prediction.mp4 34MB
  60. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/1. Introduction.mp4 34MB
  61. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/9. Policy Iteration.mp4 34MB
  62. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/8. Code pt 3.mp4 34MB
  63. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/18. Thompson Sampling Code.mp4 33MB
  64. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/3. Choosing Rewards.mp4 32MB
  65. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/3. TD(0) Prediction in Code.mp4 32MB
  66. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/2. Linear Models for Reinforcement Learning.mp4 31MB
  67. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/22. Nonstationary Bandits.mp4 31MB
  68. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 29MB
  69. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/5. Epsilon-Greedy Beginner's Exercise Prompt.mp4 29MB
  70. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy Theory.mp4 28MB
  71. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/8. The Bellman Equation (pt 1).mp4 28MB
  72. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/21. Why don't we just use a library.mp4 27MB
  73. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/8. CartPole.mp4 27MB
  74. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/2. Stock Trading Project Section Introduction.mp4 27MB
  75. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/9. The Bellman Equation (pt 2).mp4 27MB
  76. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/14. Dynamic Programming Summary.mp4 25MB
  77. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/10. The Bellman Equation (pt 3).mp4 25MB
  78. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/11. Optimistic Initial Values Code.mp4 25MB
  79. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 25MB
  80. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/6. Designing Your Bandit Program.mp4 25MB
  81. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/9. Optimistic Initial Values Theory.mp4 24MB
  82. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/6. Monte Carlo Control without Exploring Starts.mp4 23MB
  83. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/5. Design of the Program.mp4 23MB
  84. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/4. Calculating a Sample Mean (pt 1).mp4 23MB
  85. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/3. Where to get the Code.mp4 23MB
  86. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/3. Designing Your RL Program.mp4 22MB
  87. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/1. Approximation Methods Section Introduction.mp4 22MB
  88. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/4. The Markov Property.mp4 22MB
  89. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/11. Approximation Methods Section Summary.mp4 22MB
  90. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/14. UCB1 Code.mp4 21MB
  91. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/6. Q Learning.mp4 20MB
  92. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/7. Value Functions.mp4 19MB
  93. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4 18MB
  94. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/17. Thompson Sampling Beginner's Exercise Prompt.mp4 18MB
  95. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/6. Approximation Methods for Control.mp4 18MB
  96. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/10. Approximation Methods Exercise.mp4 18MB
  97. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/4. SARSA.mp4 16MB
  98. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/25. Suggestion Box.mp4 16MB
  99. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/2. TD(0) Prediction.mp4 16MB
  100. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/10. Stock Trading Project Discussion.mp4 16MB
  101. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/13. Optimal Policy and Optimal Value Function (pt 2).mp4 16MB
  102. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4 15MB
  103. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/1. Temporal Difference Introduction.mp4 14MB
  104. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/14. MDP Summary.mp4 14MB
  105. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/10. Optimistic Initial Values Beginner's Exercise Prompt.mp4 14MB
  106. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/13. UCB1 Beginner's Exercise Prompt.mp4 13MB
  107. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/8. Monte Carlo Summary.mp4 11MB
  108. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/8. TD Learning Section Summary.mp4 10MB
  109. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4 8MB
  110. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/14. Appendix FAQ Finale/1. What is the Appendix.mp4 5MB
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  215. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/11. Bellman Examples-en_US.srt 27KB
  216. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1)-en_US.srt 26KB
  217. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/16. Bayesian Bandits Thompson Sampling Theory (pt 2)-en_US.srt 23KB
  218. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2)-en_US.srt 22KB
  219. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/2. Iterative Policy Evaluation-en_US.srt 20KB
  220. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/1. Beginners, halt! Stop here if you skipped ahead-en_US.srt 20KB
  221. .pad/65 20KB
  222. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018-en_US.srt 19KB
  223. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/12. UCB1 Theory-en_US.srt 19KB
  224. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/5. Markov Decision Processes (MDPs)-en_US.srt 19KB
  225. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/5. Warmup-en_US.srt 18KB
  226. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/2. Gridworld-en_US.srt 17KB
  227. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/15. Bayesian Bandits Thompson Sampling Theory (pt 1)-en_US.srt 16KB
  228. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2)-en_US.srt 16KB
  229. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/4. Gridworld in Code-en_US.srt 16KB
  230. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/11. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow-en_US.srt 16KB
  231. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/5. Iterative Policy Evaluation in Code-en_US.srt 16KB
  232. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1)-en_US.srt 15KB
  233. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/3. Data and Environment-en_US.srt 15KB
  234. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/19. Thompson Sampling With Gaussian Reward Theory-en_US.srt 14KB
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  236. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/8. Policy Improvement-en_US.srt 14KB
  237. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/2. Monte Carlo Policy Evaluation-en_US.srt 14KB
  238. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version)-en_US.srt 14KB
  239. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/24. (Optional) Alternative Bandit Designs-en_US.srt 14KB
  240. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/3. Feature Engineering-en_US.srt 14KB
  241. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it-en_US.srt 14KB
  242. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/1. Section Introduction The Explore-Exploit Dilemma-en_US.srt 13KB
  243. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/6. Future Rewards-en_US.srt 12KB
  244. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/1. Monte Carlo Intro-en_US.srt 12KB
  245. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/4. Approximation Methods for Prediction-en_US.srt 12KB
  246. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/1. Dynamic Programming Section Introduction-en_US.srt 12KB
  247. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/3. High Level Overview of Reinforcement Learning/2. From Bandits to Full Reinforcement Learning-en_US.srt 12KB
  248. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/4. How to Model Q for Q-Learning-en_US.srt 12KB
  249. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/7. Code pt 2-en_US.srt 11KB
  250. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/4. Monte Carlo Control-en_US.srt 11KB
  251. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/12. Optimal Policy and Optimal Value Function (pt 1)-en_US.srt 11KB
  252. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/2. Linear Models for Reinforcement Learning-en_US.srt 11KB
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  254. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/5. Monte Carlo Control in Code-en_US.srt 11KB
  255. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/8. The Bellman Equation (pt 1)-en_US.srt 11KB
  256. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/11. Policy Iteration in Windy Gridworld-en_US.srt 11KB
  257. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/7. Approximation Methods for Control Code-en_US.srt 11KB
  258. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning-en_US.srt 11KB
  259. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma-en_US.srt 11KB
  260. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/10. Policy Iteration in Code-en_US.srt 10KB
  261. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/5. Approximation Methods for Prediction Code-en_US.srt 10KB
  262. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/3. Monte Carlo Policy Evaluation in Code-en_US.srt 10KB
  263. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/2. Course Outline and Big Picture-en_US.srt 10KB
  264. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/6. Windy Gridworld in Code-en_US.srt 10KB
  265. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/9. Policy Iteration-en_US.srt 10KB
  266. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/9. Interlude Common Beginner Questions/1. This Course vs. RL Book What's the Difference-en_US.srt 10KB
  267. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/7. Iterative Policy Evaluation for Windy Gridworld in Code-en_US.srt 9KB
  268. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/12. Value Iteration-en_US.srt 9KB
  269. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/6. Code pt 1-en_US.srt 9KB
  270. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/22. Nonstationary Bandits-en_US.srt 9KB
  271. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy Theory-en_US.srt 9KB
  272. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/23. Bandit Summary, Real Data, and Online Learning-en_US.srt 9KB
  273. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/13. Value Iteration in Code-en_US.srt 9KB
  274. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/7. Epsilon-Greedy in Code-en_US.srt 8KB
  275. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/9. The Bellman Equation (pt 2)-en_US.srt 8KB
  276. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/5. Design of the Program-en_US.srt 8KB
  277. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/1. MDP Section Introduction-en_US.srt 8KB
  278. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/4. How to Succeed in this Course-en_US.srt 8KB
  279. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/9. Code pt 4-en_US.srt 8KB
  280. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/4. The Markov Property-en_US.srt 8KB
  281. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/14. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material-en_US.srt 8KB
  282. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/5. SARSA in Code-en_US.srt 7KB
  283. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/10. The Bellman Equation (pt 3)-en_US.srt 7KB
  284. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/21. Why don't we just use a library-en_US.srt 7KB
  285. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/4. Calculating a Sample Mean (pt 1)-en_US.srt 7KB
  286. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/8. CartPole-en_US.srt 7KB
  287. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/20. Thompson Sampling With Gaussian Reward Code-en_US.srt 7KB
  288. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/7. Monte Carlo Control without Exploring Starts in Code-en_US.srt 7KB
  289. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/9. Optimistic Initial Values Theory-en_US.srt 7KB
  290. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/2. TD(0) Prediction-en_US.srt 7KB
  291. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/2. Stock Trading Project Section Introduction-en_US.srt 7KB
  292. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/9. CartPole Code-en_US.srt 7KB
  293. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/8. Comparing Different Epsilons-en_US.srt 7KB
  294. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/3. Designing Your RL Program-en_US.srt 6KB
  295. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/7. Value Functions-en_US.srt 6KB
  296. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/14. Dynamic Programming Summary-en_US.srt 6KB
  297. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/5. Epsilon-Greedy Beginner's Exercise Prompt-en_US.srt 6KB
  298. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/6. Q Learning-en_US.srt 6KB
  299. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/3. Where to get the Code-en_US.srt 6KB
  300. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3-en_US.srt 6KB
  301. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/7. Q Learning in Code-en_US.srt 6KB
  302. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/3. TD(0) Prediction in Code-en_US.srt 6KB
  303. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/4. SARSA-en_US.srt 6KB
  304. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/6. Monte Carlo Control without Exploring Starts-en_US.srt 6KB
  305. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/1. Approximation Methods Section Introduction-en_US.srt 6KB
  306. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/6. Approximation Methods for Control-en_US.srt 5KB
  307. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/18. Thompson Sampling Code-en_US.srt 5KB
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  310. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/3. Choosing Rewards-en_US.srt 5KB
  311. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/8. Code pt 3-en_US.srt 5KB
  312. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/10. Approximation Methods Exercise-en_US.srt 5KB
  313. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/1. Temporal Difference Introduction-en_US.srt 5KB
  314. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/11. Optimistic Initial Values Code-en_US.srt 5KB
  315. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/13. Optimal Policy and Optimal Value Function (pt 2)-en_US.srt 5KB
  316. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/25. Suggestion Box-en_US.srt 5KB
  317. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/10. Stock Trading Project Discussion-en_US.srt 4KB
  318. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/1. Introduction-en_US.srt 4KB
  319. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/11. Approximation Methods Section Summary-en_US.srt 4KB
  320. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/14. UCB1 Code-en_US.srt 4KB
  321. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/14. Appendix FAQ Finale/1. What is the Appendix-en_US.srt 4KB
  322. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/14. MDP Summary-en_US.srt 3KB
  323. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/17. Thompson Sampling Beginner's Exercise Prompt-en_US.srt 3KB
  324. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/8. TD Learning Section Summary-en_US.srt 3KB
  325. [TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/10. Optimistic Initial Values Beginner's Exercise Prompt-en_US.srt 3KB
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