Deep RL (Sp25)

📣 Feedback Form for Lecture 5
🌐 https://forms.gle/6R8BjWjY65omR4cn9
⏰ Deadline: 12 Midnight

685 views12:45

📣 Homework 3 is out!
🌐 https://deeprlcourse.github.io/homeworks/week3

deeprlcourse.github.io

HW3: Policy-Based Methods - Deep RL Course

This page contains the homework assignment for Week 3 of the Deep Reinforcement Learning course, focusing on policy-based methods.

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689 views02:34

Deep RL (Sp25)

📣 Course Notes for <Week 2: Value-based Methods> are Out!
🌐 https://deeprlcourse.github.io/course_notes/value-based

deeprlcourse.github.io

Week 2: Value-based Methods - Deep RL Course

This page delves into the foundational concepts and methods of value-based reinforcement learning. It covers the Bellman equations, dynamic programming techniques like value iteration and policy iteration, Monte Carlo methods for prediction and control, and…

745 views03:04

Deep RL (Sp25)

📣 Important Announcement

Today's lecture (۷ اسفند) will be held online at 1:30 PM. Please join us via the following link:

🌐 https://vc.sharif.edu/ch/rohban

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719 views21:13

Deep RL (Sp25)

Lecture_5_Summary.pdf

2.2 MB

🎓 Summary of Lecture 5 📚

🔗 Quiz Link: https://forms.gle/x1c8USwQ3ujhgzJv5
🕐 Deadline: 1:30 PM (before the class)

Stay on track and get it done! 🚀

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771 views04:32

Deep RL (Sp25)

🚀 Join Peter Stone’s Talk at Sharif University of Technology

🎙 Title: Multiagent RL: Cooperation and Competition
👨‍🏫 Speaker: Peter Stone (Professor of Computer Science, University of Texas at Austin)
📅 Date: Thursday (Feb 27, 2025)
🕗 Time: 3:30 PM Iran Time
💡 Sign Up Here: https://forms.gle/M4QxTUWimGyvUmPv7

@DeepRLCourse

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2.59K views09:41

Deep RL (Sp25)

🚀 Professor Peter Stone recommends that all of you watch his talk at RLC 2024, titled: "Practical Reinforcement Learning: Lessons from 30 Years of Research"
🎥 https://www.youtube.com/watch?v=5Dw4OoJK9Qw

YouTube

Peter Stone - Practical Reinforcement Learning: Lessons from 30 Years of Research - RLC 2024

Edited by Gor Baghdasaryan

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747 views10:51

Deep RL (Sp25)

PeterStoneTalk.pdf

201.1 KB

🚀 Professor Peter Stone also invites all of you to join his latest talk online on Zoom, titled: "Outracing Champion Gran Turismo Drivers with Deep Reinforcement Learning"

📅 Date: Wednesday (Feb 26, 2025)
🕗 Time: 1:00 AM Iran Time
🔗 https://texastech.zoom.us/my/stas.tiomkin
🆔 Meeting ID: 554 589 4586
🔒 Passcode: 12345

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712 viewsedited 11:09

Deep RL (Sp25)

📣 SeyyedAli MirGhasemi, one of the designers of Homework 3, explains the homework for you:
🎥 https://www.youtube.com/watch?v=6Nbc6GYld7U

YouTube

Homework 3 | Policy-Based Methods | Spring 25

Presented by SeyyedAli MirGhasemi
🔗 https://www.linkedin.com/in/sayyed-ali-mirghasemi-6033661b9

📂 Access the Homework:
🔗 https://deeprlcourse.github.io/homeworks/week3

Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https:/…

693 views12:03

Deep RL (Sp25)

📣 Dariush Jamshidian has rerecorded Workshop 2 on Value-Based Methods for us, and it is now available here:
🔗 https://deeprlcourse.github.io/workshops/week2

deeprlcourse.github.io

Week 2: Value-Based Methods - Deep RL Course

This page contains the workshop materials for Week 2 of the Deep Reinforcement Learning course. You can find links to the workshop recordings and notebooks.

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810 views13:24

Deep RL (Sp25)

📣 Feedback Form for Lecture 6
🌐 https://forms.gle/yXVLnL9hoaX7N4JU8
⏰ Deadline: 12 Midnight

❤1👍1

772 views15:20

Deep RL (Sp25)

📣 Screen record of Lecture 6 is Out!
🎥 https://www.youtube.com/watch?v=LZSUB3XBwXI

YouTube

Lecture 6 | Policy-Based Methods | Spring 25 (Screen Record)

Welcome to the 6th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we continue to dive into the policy-based methods 🤖

💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week3

Stay Connected:…

820 views16:02

Deep RL (Sp25)

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814 views05:04

Deep RL (Sp25)

📣 "Policy-Based Methods" Recitation Starts Soon!

🕛 Today (Feb 26th) at 12:00 PM
🧑🏻‍🏫 SeyyedAli MirGhasemi
🌐 https://vc.sharif.edu/ch/rohban-ta

🧠 Don’t miss it—let's learn and explore together! 💡

798 views08:20

Deep RL (Sp25)

📣 Final Video of Lecture 5 is Out!
🎥 https://www.youtube.com/watch?v=yLmi5GRPl5w

YouTube

Lecture 5 | Value-Based Methods | Spring 25

Welcome to the 5th lecture of our Spring 2025 Deep RL Course! 🚀
In this session, we dive into the policy-based methods 🤖

💡 Want more resources?
Get the slides and extra goodies here:
🔗 https://deeprlcourse.github.io/lectures/week3

Stay Connected:
✉️ …

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909 views09:39

Deep RL (Sp25)

📣 "Policy-Based Methods" Workshop Starts Soon!

🕛 Today (Feb 26th) at 6:00 PM
🧑🏻‍🏫 Nima Shirzady
🌐 https://vc.sharif.edu/ch/rohban-ta

🧠 Don’t miss it—let's learn and explore together! 💡

822 views14:20

Deep RL (Sp25)

📣 Dariush Jamshidian recorded DQN part of Workshop 2 for us, and it is now available here:
🎥 https://www.youtube.com/watch?v=gq3AUz3L9Qk
🔗 https://deeprlcourse.github.io/workshops/week2

YouTube

Workshop 2 (Part 4) | Value-Based Methods | Spring 25

Presented by Dariush Jamshidian
🔗 https://www.linkedin.com/in/dariush-jamshidian-990936323/

📂 Access the Notebook:
🔗 https://deeprlcourse.github.io/workshops/week2

Stay Connected:
✉️ deeprlcourse@gmail.com
🌐 https://deeprlcourse.github.io
📺 https://www…

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796 views16:12

Deep RL (Sp25)

📣 Video of Recitation 3 is Out!
🎥 https://www.youtube.com/watch?v=wYO8A2Bx87M
🔗 https://deeprlcourse.github.io/recitations/week3

YouTube

Recitation 3 | Policy-Based Methods | Spring 25