Artificial Intelligence Reinforcement Learning in Python

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4

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TutsNode.com.txt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/11. Bellman Examples-en_US.srt

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[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

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/3. External URLs.txt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/2. Iterative Policy Evaluation-en_US.srt

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/12. UCB1 Theory-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/5. Markov Decision Processes (MDPs)-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/5. Warmup-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/2. Gridworld-en_US.srt

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/4. Gridworld in Code-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/5. Iterative Policy Evaluation in Code-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/3. Data and Environment-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/8. Policy Improvement-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/2. Monte Carlo Policy Evaluation-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/24. (Optional) Alternative Bandit Designs-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/3. Feature Engineering-en_US.srt

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/6. Future Rewards-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/1. Monte Carlo Intro-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/4. Approximation Methods for Prediction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/1. Dynamic Programming Section Introduction-en_US.srt

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/7. Code pt 2-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/13. UCB1 Beginner's Exercise Prompt-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/4. Monte Carlo Control-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/12. Optimal Policy and Optimal Value Function (pt 1)-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/2. Linear Models for Reinforcement Learning-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/5. Monte Carlo Control in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/8. The Bellman Equation (pt 1)-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/11. Policy Iteration in Windy Gridworld-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/7. Approximation Methods for Control Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/10. The Bellman Equation (pt 3)-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/11. Bellman Examples.mp4

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/10. Policy Iteration in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/5. Approximation Methods for Prediction Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/3. Monte Carlo Policy Evaluation in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/2. Course Outline and Big Picture-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/6. Windy Gridworld in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/9. Policy Iteration-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/7. Iterative Policy Evaluation for Windy Gridworld in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/12. Value Iteration-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/6. Code pt 1-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/22. Nonstationary Bandits-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy Theory-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/13. Value Iteration in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/7. Epsilon-Greedy in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/9. The Bellman Equation (pt 2)-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/5. Design of the Program-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/1. MDP Section Introduction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/4. How to Succeed in this Course-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/9. Code pt 4-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/4. The Markov Property-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/5. SARSA in Code-en_US.srt

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[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

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/8. CartPole-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/6. Monte Carlo/7. Monte Carlo Control without Exploring Starts in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/2. TD(0) Prediction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/9. Optimistic Initial Values Theory-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/2. Stock Trading Project Section Introduction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/9. CartPole Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/8. Comparing Different Epsilons-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/3. Designing Your RL Program-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/7. Value Functions-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/5. Dynamic Programming/14. Dynamic Programming Summary-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/6. Q Learning-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/3. Where to get the Code-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/7. Q Learning in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/3. TD(0) Prediction in Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/4. SARSA-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/1. Approximation Methods Section Introduction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/6. Approximation Methods for Control-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/18. Thompson Sampling Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/6. Designing Your Bandit Program-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/3. Choosing Rewards-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/8. Code pt 3-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/10. Approximation Methods Exercise-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/11. Optimistic Initial Values Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/25. Suggestion Box-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/10. Stock Trading Project with Reinforcement Learning/10. Stock Trading Project Discussion-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/1. Introduction-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/8. Approximation Methods/11. Approximation Methods Section Summary-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/2. Return of the Multi-Armed Bandit/14. UCB1 Code-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/4. Markov Decision Proccesses/14. MDP Summary-en_US.srt

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[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

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/7. Temporal Difference Learning/8. TD Learning Section Summary-en_US.srt

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[TutsNode.com] - Artificial Intelligence Reinforcement Learning in Python/1. Welcome/4. How to Succeed in this Course.mp4

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