ML Reading Group

Website including the weekly agenda, resources, and slides for Fall 2024, Spring 2025 and Summer 2025 semesters of the ML/RL Reading Group at the Center for Distributed and Grid Computing, maintained by Lain Mustafaoglu.

• Zoom link
• Meeting time/location: 2-3 pm at POB 4.116

Schedule

FALL 2024

Schedule and Slides

SPRING 2025

Schedule and Slides

SUMMER 2025

Schedule and Slides

Resources

Reinforcement Learning

• Barto and Sutton’s Reinforcement Learning Textbook

  pdf

• David Silver’s Reinforcement Learning Course

  website

• DeepRL Bootcamp

  website

• Pieter Abbeel’s Foundations of DeepRL series

  playlist

• Github repo with tutorials on RL with code and demos from Tim Miller, University of Queensland

  website

• Dr. Pingali’s BOOST’24 Lectures on ML/RL with Demos

  website

Neural Networks

• Neural Networks and Learning Machines, Haykin, 3rd edition

  pdf

• Dr. Pingali’s Bertinoro Talk on Backpropagation

  pdf

• Dr. Pingali’s BOOST’24 Lectures on ML/RL with Demos

  website