📣 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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📣 Screen record of Lecture 4 is Out!
🎥 https://www.youtube.com/watch?v=bIcsqMT-AqM
🎥 https://www.youtube.com/watch?v=bIcsqMT-AqM
YouTube
Lecture 4 | Value-Based Methods | Spring 25 (Screen Record)
Welcome to the 4th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the value-based methods 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week2
Stay Connected:…
In this session, we continue to dive into the value-based methods 🤖
💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week2
Stay Connected:…
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📣 The Recitation and Workshop session for today will be held online at the scheduled time.
🧑🏻🏫 Recitation starts @ 12:00 PM
🧑🏻💻 Workshop starts @ 6:00 PM
🌐 https://vc.sharif.edu/ch/rohban-ta
🧑🏻🏫 Recitation starts @ 12:00 PM
🧑🏻💻 Workshop starts @ 6:00 PM
🌐 https://vc.sharif.edu/ch/rohban-ta
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📣 Reza GhaderiZadeh, one of the designers of Homework 2, explains the homework for you:
🎥 https://www.youtube.com/watch?v=C9zHIU8GOrc
🎥 https://www.youtube.com/watch?v=C9zHIU8GOrc
YouTube
Homework 2 | Value-Based Methods | Spring 25
Presented by Reza GhaderiZadeh
🔗 https://www.linkedin.com/in/reza-ghaderi-7733a5202
📂 Access the Homework:
🔗 https://deeprlcourse.github.io/homeworks/week2
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube…
🔗 https://www.linkedin.com/in/reza-ghaderi-7733a5202
📂 Access the Homework:
🔗 https://deeprlcourse.github.io/homeworks/week2
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube…
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📣 Feedback Form for Recitation 2
🌐 https://forms.gle/r1UUjyxBYmR4VGSA7
⏰ Deadline: Feb 23, 12 Midnight
🌐 https://forms.gle/r1UUjyxBYmR4VGSA7
⏰ Deadline: Feb 23, 12 Midnight
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📣 Video of Recitation 2 is Out!
🎥 https://www.youtube.com/watch?v=VGyTswKBYL8
🎥 https://www.youtube.com/watch?v=VGyTswKBYL8
YouTube
Recitation 2 | Value-Based Methods | Spring 25
Presented by Reza GhaderiZadeh
🔗 https://www.linkedin.com/in/reza-ghaderi-7733a5202
📂 Access the Slides:
🔗 https://deeprlcourse.github.io/recitations/week2
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube…
🔗 https://www.linkedin.com/in/reza-ghaderi-7733a5202
📂 Access the Slides:
🔗 https://deeprlcourse.github.io/recitations/week2
Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www.youtube…
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📢 Anonymous Feedback Form
Got concerns or suggestions about the course?
Share them anytime—completely anonymously! The form will stay open until the end of the course, and we'll reflect on all feedback and take action whenever possible.
🔗 https://forms.gle/snzciPzEbJo698GE8
You can always find it in the channel info for easy access.
Your voice matters! 🚀
Got concerns or suggestions about the course?
Share them anytime—completely anonymously! The form will stay open until the end of the course, and we'll reflect on all feedback and take action whenever possible.
🔗 https://forms.gle/snzciPzEbJo698GE8
You can always find it in the channel info for easy access.
Your voice matters! 🚀
Google Docs
📢 Anonymous Feedback!
Your thoughts matter! 🧠💡 This is your chance to share honest and anonymous feedback about the course. Your insights help us improve and create a better learning experience for everyone! 🚀🎯
All responses are completely anonymous—so feel free to be open and…
All responses are completely anonymous—so feel free to be open and…
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