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Fix issue #477 Add Reinforcement learning (#515)
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* Update Dictionary.json

* Update Dictionary.json

* Update README.md

* Update Dictionary.json

* Update README.md

* Update Dictionary.json
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Dishita2602 authored May 8, 2021
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28 changes: 28 additions & 0 deletions Dictionary.json
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"Tips3": "https://itnext.io/3-small-tips-for-better-redux-performance-in-a-react-app-9cde549df6af",
"Tips4": "https://slashgear.github.io/react-redux-pitfalls-and-best-pratices/"
},

{
"Title" : "Reinforcement Learning",
"Tag" : "Development",
"Documentation" : "https://en.wikipedia.org/wiki/Reinforcement_learning#:~:text=Reinforcement%20learning%20(RL)%20is%20an,supervised%20learning%20and%20unsupervised%20learning.",
"YT1" : "https://www.youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ",
"YT2" : "https://www.youtube.com/watch?v=TIlDzLZPyhY&list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9",
"YT3" : "https://www.youtube.com/watch?v=FgzM3zpZ55o&list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u",
"YT4" : "https://www.youtube.com/watch?v=LzaWrmKL1Z4",
"Website1" : "http://www.scholarpedia.org/article/Reinforcement_learning",
"Website2" : "https://www.geeksforgeeks.org/what-is-reinforcement-learning/",
"Website3" : "https://towardsdatascience.com/reinforcement-learning-101-e24b50e1d292",
"Dedicated GH page1" : "https://github.com/dennybritz/reinforcement-learning",
"Dedicated GH page2" : "https://github.com/aikorea/awesome-rl",
"Dedicated GH page3" : "https://github.com/udacity/deep-reinforcement-learning",
"Dedicated GH page4" : "https://github.com/keras-rl/keras-rl",
"Course1" : "https://www.udacity.com/course/reinforcement-learning--ud600",
"Course2" : "https://www.coursera.org/specializations/reinforcement-learning",
"Course3" : "https://www.udemy.com/course/deep-reinforcement-learning/",
"Course4" : "https://www.udemy.com/course/actor-critic-methods-from-paper-to-code-with-pytorch/",
"Course5" : "https://www.googleadservices.com/pagead/aclk?sa=L&ai=DChcSEwj0rtm53bXwAhUPN2AKHQfYAhIYABACGgJ0bQ&ae=2&ohost=www.google.com&cid=CAESQOD2kA0ex455YmNB7TeDntC5LozZOXCc-iG9e4cbEpl-NZV74vH8JJgLaw7W2kcPicB8v36pqMP2OdYyEr64OwI&sig=AOD64_0-2ZamdrQMTCxUchQAaTq6exm8oQ&q&adurl&ved=2ahUKEwi6os-53bXwAhXhQ3wKHXDUAQEQ0Qx6BAgDEAE",
"Tips1" : "https://www.kdnuggets.com/2018/03/5-things-reinforcement-learning.html",
"Tips2" : "https://medium.com/ai%C2%B3-theory-practice-business/reinforcement-learning-part-1-a-brief-introduction-a53a849771cf",
"Tips3" : "https://jonathan-hui.medium.com/rl-introduction-to-deep-reinforcement-learning-35c25e04c199"
},



{


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42 changes: 42 additions & 0 deletions README.md
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Expand Up @@ -6725,6 +6725,48 @@ https://slashgear.github.io/react-redux-pitfalls-and-best-pratices/ <br>
<br>
</details>


<details>
<summary>Reinforcement Learning</summary>
<br>
Category/Type - <br>
Development<br>
<br>
Documentation - <br>
https://en.wikipedia.org/wiki/Reinforcement_learning#:~:text=Reinforcement%20learning%20(RL)%20is%20an,supervised%20learning%20and%20unsupervised%20learning.<br>
<br>
Best Youtube creators - <br>
https://www.youtube.com/watch?v=2pWv7GOvuf0&list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ<br>
https://www.youtube.com/watch?v=TIlDzLZPyhY&list=PLyqSpQzTE6M_FwzHFAyf4LSkz_IjMyjD9<br>
https://www.youtube.com/watch?v=FgzM3zpZ55o&list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u<br>
https://www.youtube.com/watch?v=LzaWrmKL1Z4<br>
<br>
Useful Websites - <br>
http://www.scholarpedia.org/article/Reinforcement_learning<br>
https://www.geeksforgeeks.org/what-is-reinforcement-learning/<br>
https://towardsdatascience.com/reinforcement-learning-101-e24b50e1d292<br>
<br>
Dedicated Github page - <br>
https://github.com/dennybritz/reinforcement-learning<br>
https://github.com/aikorea/awesome-rl<br>
https://github.com/udacity/deep-reinforcement-learning<br>
https://github.com/keras-rl/keras-rl<br>
<br>
Best Courses - <br>
https://www.udacity.com/course/reinforcement-learning--ud600<br>
https://www.coursera.org/specializations/reinforcement-learning<br>
https://www.udemy.com/course/deep-reinforcement-learning/<br>
https://www.udemy.com/course/actor-critic-methods-from-paper-to-code-with-pytorch/<br>
https://www.googleadservices.com/pagead/aclk?sa=L&ai=DChcSEwj0rtm53bXwAhUPN2AKHQfYAhIYABACGgJ0bQ&ae=2&ohost=www.google.com&cid=CAESQOD2kA0ex455YmNB7TeDntC5LozZOXCc-iG9e4cbEpl-NZV74vH8JJgLaw7W2kcPicB8v36pqMP2OdYyEr64OwI&sig=AOD64_0-2ZamdrQMTCxUchQAaTq6exm8oQ&q&adurl&ved=2ahUKEwi6os-53bXwAhXhQ3wKHXDUAQEQ0Qx6BAgDEAE<br>
<br>
Other Tips/Hacks - <br>
https://www.kdnuggets.com/2018/03/5-things-reinforcement-learning.html<br>
https://medium.com/ai%C2%B3-theory-practice-business/reinforcement-learning-part-1-a-brief-introduction-a53a849771cf<br>
https://jonathan-hui.medium.com/rl-introduction-to-deep-reinforcement-learning-35c25e04c199<br>
<br>
</details>


<details>
<summary>REST API</summary>
<br>Category/Type - <br> Web Service <br>
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