Deep RL (Sp25)

📣 Final Video of Lecture 1 is Out!
🎥 https://www.youtube.com/watch?v=05s_HwRbVIE

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…

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853 views16:17

Deep RL (Sp25)

📣 Final Video of Lecture 2 is Out!
🎥 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…

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847 views17:37

Deep RL (Sp25)

📣 Website Updated with This Week’s Material!

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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840 views21:33

Deep RL (Sp25)

📣 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

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…

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852 views21:14

Deep RL (Sp25)

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! 🚀

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805 views04:33

Deep RL (Sp25)

📣 Slides for Lecture 3 are out! Get a head start before the class!
🔗 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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801 views06:59

Deep RL (Sp25)

📣 Course Notes for <Week 1: Introduction to RL> are Out!
🌐 https://deeprlcourse.github.io/course_notes/into-to-rl

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928 views07:41

Deep RL (Sp25)

📣 Feedback Form for Lecture 3
🌐 https://forms.gle/Yj84uN9yTZsc8iV5A
⏰ Deadline: 12 Midnight

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857 views11:44

Deep RL (Sp25)

📣 Screen record of Lecture 3 is Out!
🎥 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…

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803 views02:33

Deep RL (Sp25)

🚀 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

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3.16K views04:30

Deep RL (Sp25)

📣 Homework 2 is out!
🌐 https://deeprlcourse.github.io/homeworks/week2

deeprlcourse.github.io

HW2: Value-Based Methods - Deep RL Course

This page contains the homework assignment for Week 2 of the Deep Reinforcement Learning course, focusing on value-based methods.

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823 views22:24

Deep RL (Sp25)

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! 🚀

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854 views04:30

Deep RL (Sp25)

📣 Slides for Lecture 4 are out! Get a head start before the class!
🔗 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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801 views05:00

Deep RL (Sp25)

🚀 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

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7.13K views05:33

Deep RL (Sp25)

📣 Feedback Form for Lecture 4
🌐 https://forms.gle/g51SuMzJiHSU4QJNA
⏰ Deadline: 12 Midnight

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748 views11:47

Deep RL (Sp25)

📣 Screen record of Lecture 4 is Out!
🎥 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:…

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863 views12:32

Deep RL (Sp25)

📣 Feedback Form for HW1
🌐 https://forms.gle/P3qpTqxKo5HHo81V7
⏰ Deadline: Feb 23, 12 Midnight

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1.02K views13:17

Deep RL (Sp25)

📣 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

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839 viewsedited 20:49

Deep RL (Sp25)

📣 Reza GhaderiZadeh, one of the designers of Homework 2, explains the homework for you:
🎥 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…

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857 views04:52

Deep RL (Sp25)

📣 Feedback Form for Recitation 2
🌐 https://forms.gle/r1UUjyxBYmR4VGSA7
⏰ Deadline: Feb 23, 12 Midnight

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