Reinforcement Learning and Empirical Processes
27 August -- 03 December 2020
(Taught Remotely at the University of California at Berkeley)

Marking System (Tentative)

• Bi-weekly homework assignments: 50% of the marks.
• Project (presentation to class + slides): 20% of the marks.
• Take-Home Midterm (24 hours): 10% of the marks.
• Take-Home Final (48 Hours): 20% of the marks.

Course Material

Course Notes (Updated frequently; check date to ensure you have the latest version) Notes

Homework No. 1 Homework

Slides of Lectures

• Lecture 1 PDF
• Lecture 2 PDF
• Lecture 3 PDF
• Lecture 4 PDF
• Lecture 5 PDF
• Lecture 6 PDF
• Lecture 7 PDF
• Lecture 8 PDF
• Lecture 9 PDF
• Lecture 10 PDF
• Lecture 11 PDF
• Lecture 12 PDF
• Lecture 13 PDF
• Lecture 14 PDF
• Lecture 15 PDF
• Lecture 16 PDF