π We will be live from 5:20 PM. Join us here:
https://www.youtube.com/@DeepRLCourse
π Title: Assessing the Robustness of Deep RL Algorithms
π¨βπ« Speaker: Michael L. Littman (Brown University, Humanity-Centered Robotics Initiative)
https://www.youtube.com/@DeepRLCourse
π Title: Assessing the Robustness of Deep RL Algorithms
π¨βπ« Speaker: Michael L. Littman (Brown University, Humanity-Centered Robotics Initiative)
π2
Lecture_4_Summary.pdf
389.3 KB
π Summary of Lecture 4 π
π Quiz Link: https://forms.gle/AeiroVwcK7K5AKMNA
π Deadline: 1:30 PM (before the class)
Stay on track and get it done! π
π Quiz Link: https://forms.gle/AeiroVwcK7K5AKMNA
π Deadline: 1:30 PM (before the class)
Stay on track and get it done! π
π£ Website Updated with Last Weekβs Material!
Don't forget to take a look at the slides for today's lecture before the class:
π https://deeprlcourse.github.io/lectures/week3/#lecture-5
Stay on track and keep learning! ππ
Don't forget to take a look at the slides for today's lecture before the class:
π https://deeprlcourse.github.io/lectures/week3/#lecture-5
Stay on track and keep learning! ππ
deeprlcourse.github.io
Week 3: Policy-Based Methods - Deep RL Course
This page contains the lecture materials for Week 3 of the Deep Reinforcement Learning course, including video recordings, slides, and summaries.
π1
π£ Feedback Form for Summary & Quizzes of Lecture 1 to 4
π https://forms.gle/n3FiZzQjyeSKTEo88
β° Deadline: Mar 2, 12 Midnight
π https://forms.gle/n3FiZzQjyeSKTEo88
β° Deadline: Mar 2, 12 Midnight
π£ Screen record of Lecture 5 is Out!
π₯ https://www.youtube.com/watch?v=6V26_jje_ZE
π₯ https://www.youtube.com/watch?v=6V26_jje_ZE
YouTube
Lecture 5 | Policy-Based Methods | Spring 25 (Screen Record)
Welcome to the 5th lecture of our Spring 2025 Deep RL Course! π
In this session, we dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:
βοΈ β¦
In this session, we dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:
βοΈ β¦
π₯2
π£ Course Notes for <Week 2: Value-based Methods> are Out!
π https://deeprlcourse.github.io/course_notes/value-based
π 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, andβ¦
π£ Important Announcement
Today's lecture (Ϋ· Ψ§Ψ³ΩΩΨ―) will be held online at 1:30 PM. Please join us via the following link:
π https://vc.sharif.edu/ch/rohban
Today's lecture (Ϋ· Ψ§Ψ³ΩΩΨ―) will be held online at 1:30 PM. Please join us via the following link:
π https://vc.sharif.edu/ch/rohban
π«‘4π―1
Lecture_5_Summary.pdf
2.2 MB
π Summary of Lecture 5 π
π Quiz Link: https://forms.gle/x1c8USwQ3ujhgzJv5
π Deadline: 1:30 PM (before the class)
Stay on track and get it done! π
π Quiz Link: https://forms.gle/x1c8USwQ3ujhgzJv5
π Deadline: 1:30 PM (before the class)
Stay on track and get it done! π
β€4
π Join Peter Stoneβs Talk at Sharif University of Technology
π Title: Multiagent RL: Cooperation and Competition
π¨βπ« Speaker: Peter Stone (Professor of Computer Science, University of Texas at Austin)
π Date: Thursday (Feb 27, 2025)
π Time: 3:30 PM Iran Time
π‘ Sign Up Here: https://forms.gle/M4QxTUWimGyvUmPv7
@DeepRLCourse
π Title: Multiagent RL: Cooperation and Competition
π¨βπ« Speaker: Peter Stone (Professor of Computer Science, University of Texas at Austin)
π Date: Thursday (Feb 27, 2025)
π Time: 3:30 PM Iran Time
π‘ Sign Up Here: https://forms.gle/M4QxTUWimGyvUmPv7
@DeepRLCourse
π―6
π Professor Peter Stone recommends that all of you watch his talk at RLC 2024, titled: "Practical Reinforcement Learning: Lessons from 30 Years of Research"
π₯ https://www.youtube.com/watch?v=5Dw4OoJK9Qw
π₯ 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
β€2
PeterStoneTalk.pdf
201.1 KB
π 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"
π Date: Wednesday (Feb 26, 2025)
π Time: 1:00 AM Iran Time
π https://texastech.zoom.us/my/stas.tiomkin
π Meeting ID: 554 589 4586
π Passcode: 12345
π Date: Wednesday (Feb 26, 2025)
π Time: 1:00 AM Iran Time
π https://texastech.zoom.us/my/stas.tiomkin
π Meeting ID: 554 589 4586
π Passcode: 12345
π₯1
π£ SeyyedAli MirGhasemi, one of the designers of Homework 3, explains the homework for you:
π₯ https://www.youtube.com/watch?v=6Nbc6GYld7U
π₯ https://www.youtube.com/watch?v=6Nbc6GYld7U
YouTube
Homework 3 | Policy-Based Methods | Spring 25
Presented by SeyyedAli MirGhasemi
π https://www.linkedin.com/in/sayyed-ali-mirghasemi-6033661b9
π Access the Homework:
π https://deeprlcourse.github.io/homeworks/week3
Stay Connected:
βοΈ deeprlcourse@gmail.com
π https://deeprlcourse.github.io
πΊ https:/β¦
π https://www.linkedin.com/in/sayyed-ali-mirghasemi-6033661b9
π Access the Homework:
π https://deeprlcourse.github.io/homeworks/week3
Stay Connected:
βοΈ deeprlcourse@gmail.com
π https://deeprlcourse.github.io
πΊ https:/β¦
π£ Dariush Jamshidian has rerecorded Workshop 2 on Value-Based Methods for us, and it is now available here:
π https://deeprlcourse.github.io/workshops/week2
π 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.
β€6
π£ Screen record of Lecture 6 is Out!
π₯ https://www.youtube.com/watch?v=LZSUB3XBwXI
π₯ 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! π
In this session, we continue to dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:β¦
In this session, we continue to dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:β¦
π£ "Policy-Based Methods" Recitation Starts Soon!
π Today (Feb 26th) at 12:00 PM
π§π»βπ« SeyyedAli MirGhasemi
π https://vc.sharif.edu/ch/rohban-ta
π§ Donβt miss itβlet's learn and explore together! π‘
π Today (Feb 26th) at 12:00 PM
π§π»βπ« SeyyedAli MirGhasemi
π https://vc.sharif.edu/ch/rohban-ta
π§ Donβt miss itβlet's learn and explore together! π‘
π£ Final Video of Lecture 5 is Out!
π₯ https://www.youtube.com/watch?v=yLmi5GRPl5w
π₯ 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! π
In this session, we dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:
βοΈ β¦
In this session, we dive into the policy-based methods π€
π‘ Want more resources?
Get the slides and extra goodies here:
π https://deeprlcourse.github.io/lectures/week3
Stay Connected:
βοΈ β¦
π₯1π―1
π£ "Policy-Based Methods" Workshop Starts Soon!
π Today (Feb 26th) at 6:00 PM
π§π»βπ« Nima Shirzady
π https://vc.sharif.edu/ch/rohban-ta
π§ Donβt miss itβlet's learn and explore together! π‘
π Today (Feb 26th) at 6:00 PM
π§π»βπ« Nima Shirzady
π https://vc.sharif.edu/ch/rohban-ta
π§ Donβt miss itβlet's learn and explore together! π‘