📣 Workshop material for Week 1 is available here:
🔗 https://github.com/DeepRLCourse/Workshop-1-Material
🔗 https://github.com/DeepRLCourse/Workshop-1-Material
GitHub
GitHub - DeepRLCourse/Workshop-1-Material
Contribute to DeepRLCourse/Workshop-1-Material development by creating an account on GitHub.
📣 TA Office Hours for This Week Are Set!
You can check the schedule on the calendar here:
🔗 https://deeprlcourse.github.io/home/calender
The sessions are online via Google Meet, and the request submission link is available in the denoscription.
Don't miss this opportunity to get help with this week's material or any challenges you're facing with the homework! 💡📚
You can check the schedule on the calendar here:
🔗 https://deeprlcourse.github.io/home/calender
The sessions are online via Google Meet, and the request submission link is available in the denoscription.
Don't miss this opportunity to get help with this week's material or any challenges you're facing with the homework! 💡📚
deeprlcourse.github.io
Calender - Deep RL Course
This page contains the Google Calendar for the Deep Reinforcement Learning course, including weekly lecture times, assignment deadlines, and other important events.
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📣 Video of Workshop 1 is Out!
🎥 https://www.youtube.com/watch?v=50fZWSWoU6Y
🎥 https://www.youtube.com/watch?v=50fZWSWoU6Y
YouTube
Workshop 1 | Introduction to RL | Spring 25
Presented by MohammadHasan Abbasi
🔗 https://www.linkedin.com/in/mohasabbasi
📂 Access the Notebook:
🔗 https://deeprlcourse.github.io/workshops/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
🔗 https://www.linkedin.com/in/mohasabbasi
📂 Access the Notebook:
🔗 https://deeprlcourse.github.io/workshops/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
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📣 Video of Recitation 1 is Out!
🎥 https://www.youtube.com/watch?v=N4KbDBf-omk
🎥 https://www.youtube.com/watch?v=N4KbDBf-omk
YouTube
Recitation 1 | Introduction to RL | Spring 25
Presented by Arash Alikhani
🔗 https://x.com/infinity2357_
📂 Access the Slides:
🔗 https://deeprlcourse.github.io/recitations/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse
🐦 https…
🔗 https://x.com/infinity2357_
📂 Access the Slides:
🔗 https://deeprlcourse.github.io/recitations/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse
🐦 https…
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📣 Screen record of Lecture 2 is Out!
🎥 https://www.youtube.com/watch?v=wdCC6-Kxxv4
🎥 https://www.youtube.com/watch?v=wdCC6-Kxxv4
YouTube
Lecture 2 | Introduction to RL | Spring 25 (Screen Record)
Welcome to the second lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1…
In this session, we continue to dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1…
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📣 Final Video of Lecture 1 is Out!
🎥 https://www.youtube.com/watch?v=05s_HwRbVIE
🎥 https://www.youtube.com/watch?v=05s_HwRbVIE
YouTube
Lecture 1 | Introduction to RL | Spring 25
Welcome to the very first lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1
Stay…
In this session, we dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1
Stay…
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📣 Final Video of Lecture 2 is Out!
🎥 https://www.youtube.com/watch?v=mKZcfDnoSoA
🎥 https://www.youtube.com/watch?v=mKZcfDnoSoA
YouTube
Lecture 2 | Introduction to RL | Spring 25
Welcome to the second lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1…
In this session, we continue to dive into the basics of reinforcement learning 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week1…
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📣 Website Updated with This Week’s Material!
You can access the latest content here:
🔗 https://deeprlcourse.github.io
Stay on track and keep learning! 🚀📚
You can access the latest content here:
🔗 https://deeprlcourse.github.io
Stay on track and keep learning! 🚀📚
deeprlcourse.github.io
Welcome - Deep RL Course
Welcome to Spring 2025 offering of Deep Reinforcement Learning course at Sharif University of Technology! We are excited to have you join us on this journey into the world of deep reinforcement learning.
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📣 Extra part of Workshop 1 about PyGame is Out!
🎥 https://www.youtube.com/watch?v=O-nr-2Wchq8
🔗 https://deeprlcourse.github.io/workshops/week1/#pygame-extra
🎥 https://www.youtube.com/watch?v=O-nr-2Wchq8
🔗 https://deeprlcourse.github.io/workshops/week1/#pygame-extra
YouTube
Workshop 1 (PyGame) [Extra] | Introduction to RL | Spring 25
Presented by MohammadHasan Abbasi
🔗 https://www.linkedin.com/in/mohasabbasi
📂 Access the Notebook:
🔗 https://deeprlcourse.github.io/workshops/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
🔗 https://www.linkedin.com/in/mohasabbasi
📂 Access the Notebook:
🔗 https://deeprlcourse.github.io/workshops/week1
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
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Lecture_2_Summary.pdf
400.7 KB
🎓 Summary of Lecture 2 📚
🔗 Quiz Link: https://forms.gle/nJyL7uCxrxso4Wr66
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
🔗 Quiz Link: https://forms.gle/nJyL7uCxrxso4Wr66
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
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📣 Slides for Lecture 3 are out! Get a head start before the class!
🔗 https://deeprlcourse.github.io/lectures/week2/#lecture-3
🔗 https://deeprlcourse.github.io/lectures/week2/#lecture-3
deeprlcourse.github.io
Week 2: Value-Based Methods - Deep RL Course
This page contains the lecture materials for Week 2 of the Deep Reinforcement Learning course, including video recordings, slides, and summaries.
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📣 Course Notes for <Week 1: Introduction to RL> are Out!
🌐 https://deeprlcourse.github.io/course_notes/into-to-rl
🌐 https://deeprlcourse.github.io/course_notes/into-to-rl
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📣 Screen record of Lecture 3 is Out!
🎥 https://www.youtube.com/watch?v=T23qCBo_DQw
🎥 https://www.youtube.com/watch?v=T23qCBo_DQw
YouTube
Lecture 3 | Value-Based Methods | Spring 25 (Screen Record)
Welcome to the 3rd lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the value-based methods 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week2
Stay Connected:
✉️ d…
In this session, we dive into the value-based methods 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week2
Stay Connected:
✉️ d…
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🚀 Join Michael Littman’s Talk at Sharif University of Technology
🎙 Title: Assessing the Robustness of Deep RL Algorithms
👨🏫 Speaker: Michael Littman (Brown University, Humanity-Centered Robotics Initiative)
📅 Date: Friday (Feb 21, 2025)
🕗 Time: 5:30 PM Iran Time
💡 Sign Up Here: https://forms.gle/amgtsGrDVn4mdRai9
🎙 Title: Assessing the Robustness of Deep RL Algorithms
👨🏫 Speaker: Michael Littman (Brown University, Humanity-Centered Robotics Initiative)
📅 Date: Friday (Feb 21, 2025)
🕗 Time: 5:30 PM Iran Time
💡 Sign Up Here: https://forms.gle/amgtsGrDVn4mdRai9
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Lecture_3_Summary.pdf
437.7 KB
🎓 Summary of Lecture 3 📚
🔗 Quiz Link: https://forms.gle/cuRdPXYkoWk8YG8W6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
🔗 Quiz Link: https://forms.gle/cuRdPXYkoWk8YG8W6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
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📣 Slides for Lecture 4 are out! Get a head start before the class!
🔗 https://deeprlcourse.github.io/lectures/week2/#lecture-4
🔗 https://deeprlcourse.github.io/lectures/week2/#lecture-4
deeprlcourse.github.io
Week 2: Value-Based Methods - Deep RL Course
This page contains the lecture materials for Week 2 of the Deep Reinforcement Learning course, including video recordings, slides, and summaries.
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🚀 Join Chris Watkins’s Talk at Sharif University of Technology
🎙 Title: From Shortest Paths to Value Iteration to Q-Learning
👨🏫 Speaker: Chris Watkins (Professor of Computer Science, Royal Holloway)
📅 Date: Friday (Feb 21, 2025)
🕗 Time: 3:00 PM Iran Time
💡 Sign Up Here: https://forms.gle/ET3Y5jB6Jt9vkQ2x9
@DeepRLCourse
🎙 Title: From Shortest Paths to Value Iteration to Q-Learning
👨🏫 Speaker: Chris Watkins (Professor of Computer Science, Royal Holloway)
📅 Date: Friday (Feb 21, 2025)
🕗 Time: 3:00 PM Iran Time
💡 Sign Up Here: https://forms.gle/ET3Y5jB6Jt9vkQ2x9
@DeepRLCourse
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