Deep RL (Sp25)
Hey everyone! If you'd like to come with the group, please be at the Computer Engineering Department lobby before 10:00 AM tomorrow. We'll head to the location by taxi at exactly 10:00 AM sharp, so please be on time! ⏰ 🙏 We'd really appreciate it if you…
And if you come by yourself, please be at the specified location at 10:45 AM.
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It was a great visit to Taarlab—fun, insightful, and full of learning! 🚀💡🤓
Huge thanks to Dr. Tale Masooleh, Dr. Hosseini and Mr. Ghasemi for their insightful presentations, and to the amazing members of Taarlab for their warm hospitality.
Grateful to the students and TAs who joined us and supported in so many ways—and a special thanks to our dear professor, Dr. Rohban, for making it all possible this semester.
@DeepRLCourse
Huge thanks to Dr. Tale Masooleh, Dr. Hosseini and Mr. Ghasemi for their insightful presentations, and to the amazing members of Taarlab for their warm hospitality.
Grateful to the students and TAs who joined us and supported in so many ways—and a special thanks to our dear professor, Dr. Rohban, for making it all possible this semester.
@DeepRLCourse
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📣 Screen Record of Lecture 15 is Out!
🎥 https://www.youtube.com/watch?v=I0TrBVbdsd4
🎥 https://www.youtube.com/watch?v=I0TrBVbdsd4
YouTube
Lecture 15 | Policy-Based Theory | Spring 25 (Screen Record)
Welcome to the 15th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the Policy-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week8
Stay Connected:
✉️ d…
In this session, we dive into the Policy-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week8
Stay Connected:
✉️ d…
📣 Screen Record of Lecture 16 is Out!
🎥 https://www.youtube.com/watch?v=zEgbmia4M78
🎥 https://www.youtube.com/watch?v=zEgbmia4M78
YouTube
Lecture 16 | Policy-Based Theory | Spring 25 (Screen Record)
Welcome to the 16th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the Policy-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week8
Stay Connected:…
In this session, we continue to dive into the Policy-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week8
Stay Connected:…
📣 Final Videos of Lectures 13-16 are Out!
🎥 Final Video of Lecture 13
🎥 Final Video of Lecture 14
🎥 Final Video of Lecture 15
🎥 Final Video of Lecture 16
🎥 Final Video of Lecture 13
🎥 Final Video of Lecture 14
🎥 Final Video of Lecture 15
🎥 Final Video of Lecture 16
YouTube
Lecture 13 | Value-Based Theory | Spring 25
Welcome to the 13th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the Value-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week7
Stay Connected:
✉️ de…
In this session, we dive into the Value-Based Theory🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week7
Stay Connected:
✉️ de…
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Lecture_16_Summary.pdf
255.9 KB
🎓 Summary of Lecture 16 📚
🔗 Quiz Link: https://forms.gle/7ZWDQwqeK7hcQksi6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
🔗 Quiz Link: https://forms.gle/7ZWDQwqeK7hcQksi6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
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📣 Screen Record of Lecture 17 is Out!
🎥 https://www.youtube.com/watch?v=30fR-w5SC3w
🎥 https://www.youtube.com/watch?v=30fR-w5SC3w
YouTube
Lecture 17 | Advanced Theory | Spring 25 (Screen Record)
Welcome to the 17th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the Advanced Theory 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week9
Stay Connected:
✉️ deep…
In this session, we dive into the Advanced Theory 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week9
Stay Connected:
✉️ deep…
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🚀 Join Nan Jiang’s Talk at Sharif University of Technology
🎙 Title: Rethinking the Theoretical Foundation of Reinforcement Learning
👨🏫 Speaker: Nan Jiang (Associate Professor, University of Illinois Urbana-Champaign)
📅 Date: Thursday (Apr 24, 2025)
🕗 Time: 7:00 PM Iran Time
💡 Sign Up Here: https://forms.gle/KMjp2cGrnWCqSJAh7
@DeepRLCourse
🎙 Title: Rethinking the Theoretical Foundation of Reinforcement Learning
👨🏫 Speaker: Nan Jiang (Associate Professor, University of Illinois Urbana-Champaign)
📅 Date: Thursday (Apr 24, 2025)
🕗 Time: 7:00 PM Iran Time
💡 Sign Up Here: https://forms.gle/KMjp2cGrnWCqSJAh7
@DeepRLCourse
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📣 Homework 8 is out!
⏰ Deadline: May 11 (۲۱ اردیبهشت) 11:59 PM
🌐 https://deeprlcourse.github.io/homeworks/week8
⏰ Deadline: May 11 (۲۱ اردیبهشت) 11:59 PM
🌐 https://deeprlcourse.github.io/homeworks/week8
deeprlcourse.github.io
HW8: Policy-Based Theory - Deep RL Course
This page contains the homework assignment for Week 8 of the Deep Reinforcement Learning course, focusing on Policy-Based Theory.
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📣 Mahyar Afshinmehr, the designer of Homework 8, explains the homework for you:
🎥 https://www.youtube.com/watch?v=wq2S_jDVRNE
🎥 https://www.youtube.com/watch?v=wq2S_jDVRNE
YouTube
Homework 8 | Policy-Based Theory | Spring 25
Presented by Mahyar Afshinmehr
🔗 https://www.linkedin.com/in/mahyar-afshinmehr
📂 Access the Homework:
🔗 https://deeprlcourse.github.io/homeworks/week8
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
🔗 https://www.linkedin.com/in/mahyar-afshinmehr
📂 Access the Homework:
🔗 https://deeprlcourse.github.io/homeworks/week8
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube.com/@DeepRLCourse…
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📣 Website Updated with Materials from the Last Few Weeks!
Slides are now available up to Lecture 18.
Check them out here:
🌐 https://deeprlcourse.github.io
Slides are now available up to Lecture 18.
Check them out here:
🌐 https://deeprlcourse.github.io
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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Lecture_17_Summary.pdf
484.7 KB
🎓 Summary of Lecture 17 📚
🔗 Quiz Link: https://forms.gle/TTVWdePUGGJywqMw6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
🔗 Quiz Link: https://forms.gle/TTVWdePUGGJywqMw6
🕐 Deadline: 1:30 PM (before the class)
Stay on track and get it done! 🚀
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📣 Screen Record of Lecture 18 is Out!
🎥 https://www.youtube.com/watch?v=pf-O9mejzag
🎥 https://www.youtube.com/watch?v=pf-O9mejzag
YouTube
Lecture 18 | Advanced Theory | Spring 25 (Screen Record)
Welcome to the 18th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the Advanced Theory 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week9
Stay Connected:…
In this session, we continue to dive into the Advanced Theory 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week9
Stay Connected:…
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