Udemy - Reinforcement Learning Essentials and Classical Methods
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Introduction/1 -Introduction.mp4 | 51.28 MB |
| ~Get Your Files Here !/1 - Introduction/2 -What's Reinforcement Learning.mp4 | 29.14 MB |
| ~Get Your Files Here !/1 - Introduction/3 -Components of Reinforcement Learning.mp4 | 18.2 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/1 -What is Python.mp4 | 45.38 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/10 -Dictionaries and Advanced Data Structures.mp4 | 142.64 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/11 -Modules, Packages & Importing Libraries.mp4 | 137.72 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/12 -File Handling.mp4 | 89 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/13 -Exception Handling & Robust Code.mp4 | 139.41 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/14 -OOP.mp4 | 137.75 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/15 -Advanced List Operations & Comprehensions.mp4 | 94.17 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/16 -Visualization Basics.mp4 | 148.27 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/2 -Anaconda & Jupyter & Visual Studio Code.mp4 | 31.69 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/3 -Google Colab.mp4 | 45.14 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/4 -Environment Setup.mp4 | 43.55 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/5 -Python Syntax & Basic Operations.mp4 | 258.67 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/6 -Data Structures Lists, Tuples, Sets.mp4 | 155.42 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/7 -Control Structures & Looping.mp4 | 111.61 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/8 -Functions & Basic Functional Programming.mp4 | 143.01 MB |
| ~Get Your Files Here !/2 - Python Programming (Optional)/9 -Intermediate Functions.mp4 | 86.48 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/1 -Thompson Sampling.mp4 | 102.39 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/10 -Dynamic Programming - Python Code.mp4 | 50.72 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/11 -Dynamic Programming - Python Code Output.mp4 | 5.58 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/12 -Policy Evaluation.mp4 | 147.51 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/13 -Iterative Policy Evaluation Algorithm with Python.mp4 | 62.51 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/2 -Upper Confidence Bound (UCB) in Reinforcement Learning.mp4 | 65.75 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/3 -Markov Decision Processes.mp4 | 36.43 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/4 -Markov Decision Processes - Case.mp4 | 16.54 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/5 -Markov Decision Processes - Python.mp4 | 28.89 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/6 -Markov Decision Processes Code Output.mp4 | 11.84 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/7 -Dynamic Programming Principles.mp4 | 16.08 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/8 -Dynamic Programming - Case.mp4 | 6.59 MB |
| ~Get Your Files Here !/3 - Mathematical Foundations/9 -Dynamic Programming - Mathematical Model.mp4 | 14.9 MB |
| ~Get Your Files Here !/4 - Monte Carlo Methods/1 -Monte Carlo Methods in RL.mp4 | 49.05 MB |
| ~Get Your Files Here !/4 - Monte Carlo Methods/2 -Blackjack - Intro.mp4 | 33.38 MB |
| ~Get Your Files Here !/4 - Monte Carlo Methods/3 -Blackjack Python.mp4 | 157.79 MB |
| ~Get Your Files Here !/4 - Monte Carlo Methods/4 -Blackjack Output.mp4 | 15.49 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/1 -What is SARSA.mp4 | 71.26 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/2 -SARSA - Taxi Implementation.mp4 | 153.09 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/4 -Q-Learning Intro.mp4 | 60.16 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/5 -Frozen Lake.mp4 | 107.72 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/6 -Frozen Lake Python.mp4 | 237 MB |
| ~Get Your Files Here !/5 - Temporal Difference Learning/7 -Cliff Walking Python.mp4 | 216.58 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
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