-
Notifications
You must be signed in to change notification settings - Fork 21
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Deploying to gh-pages from @ 69ad274 🚀
- Loading branch information
1 parent
390c6c8
commit b7c71ed
Showing
4 changed files
with
89 additions
and
14 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,2 +1,2 @@ | ||
| <?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"><generator uri="https://jekyllrb.com/" version="4.3.2">Jekyll</generator><link href="https://eklavya.sravjti.in/feed.xml" rel="self" type="application/atom+xml" /><link href="https://eklavya.sravjti.in/" rel="alternate" type="text/html" hreflang="en" /><updated>2024-06-11T14:51:28+00:00</updated><id>https://eklavya.sravjti.in/feed.xml</id><title type="html">blank</title><subtitle>A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design. | ||
| <?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en"><generator uri="https://jekyllrb.com/" version="4.3.2">Jekyll</generator><link href="https://eklavya.sravjti.in/feed.xml" rel="self" type="application/atom+xml" /><link href="https://eklavya.sravjti.in/" rel="alternate" type="text/html" hreflang="en" /><updated>2024-06-12T10:59:32+00:00</updated><id>https://eklavya.sravjti.in/feed.xml</id><title type="html">blank</title><subtitle>A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design. | ||
| </subtitle></feed> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,57 @@ | ||
| <!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd"> | ||
| <html><body> | ||
| <table> | ||
| <thead> | ||
| <tr> | ||
| <th>Project Domains</th> | ||
| <th>Mentors</th> | ||
| <th>Project Difficulty</th> | ||
| </tr> | ||
| </thead> | ||
| <tbody> | ||
| <tr> | ||
| <td>Reinforcement learning, OpenAI Gym, TenserFlow/ PyTorch, ML basics</td> | ||
| <td>Aditya Vivekanand</td> | ||
| <td>Medium to Hard</td> | ||
| </tr> | ||
| </tbody> | ||
| </table> | ||
|
|
||
| <p><br></p> | ||
|
|
||
| <h3 id="project-description">Project Description</h3> | ||
|
|
||
| <p>This project involves building a solid theoretical foundation in RL concepts, implementing key algorithms like Dynamic Programming, Monte Carlo Methods and Policy Gradient Methods, and applying them to different tasks. | ||
| By experimenting with advanced techniques such as Double DQN and Actor-Critic methods, you will optimize agent performance and analyze results. | ||
| Comprehensive documentation and evaluation will enhance learning and provide insights for future applications, making this project a stepping stone to mastering RL.</p> | ||
|
|
||
| <h3 id="pre-requisites">Pre-requisites</h3> | ||
|
|
||
| <ul> | ||
| <li> | ||
| <p>Basic Python Programming -> <a href="https://www.youtube.com/watch?v=rfscVS0vtbw" rel="external nofollow noopener" target="_blank">Python One-Shot by FreeCodeCamp</a></p> | ||
| </li> | ||
| <li> | ||
| <p>Conceptual understanding of Reinforcement Learning -> <a href="https://www.youtube.com/watch?v=JgvyzIkgxF0" rel="external nofollow noopener" target="_blank">Playlist on basics of RL</a></p> | ||
| </li> | ||
| </ul> | ||
|
|
||
| <blockquote> | ||
| <p>It is recommended that candidates interested in this project go through the above resources. This will give you an advantage over others during interview for this project.</p> | ||
| </blockquote> | ||
|
|
||
| <h3 id="references">References</h3> | ||
|
|
||
| <ul> | ||
| <li><a href="https://www.gymlibrary.dev/content/basic_usage/" rel="external nofollow noopener" target="_blank">OpenAI Gym Document</a></li> | ||
| <li><a href="https://www.google.co.in/books/edition/Reinforcement_Learning_second_edition/uWV0DwAAQBAJ?hl=en&gbpv=1&printsec=frontcover" rel="external nofollow noopener" target="_blank">Sutton and Barto</a></li> | ||
| </ul> | ||
|
|
||
| <h3 id="mentor">Mentor</h3> | ||
|
|
||
| <p>Aditya Vivekanand - [email protected]</p> | ||
|
|
||
| <blockquote> | ||
| <p>If you have any doubts regarding this project or any difficulty in understanding the pre-requisites videos you reach out to the mentor.</p> | ||
| </blockquote> | ||
| </body></html> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters