Course Lecture Slides, Survey Papers, Most Recent Research Papers, Paper Selections by Research Category, Complete List of Publications, Links to All Books and Selected Exercise Solutions, Citations at Google Scholar, PhD Thesis, Wikipedia, Accessibility

**LECTURE SLIDES AND VIDEO LECTURES**

Notes, videolectures, slides, and other material for the current course in Reinforcement Learning and Optimal Control (January 13-April 16, 2021), at Arizona State University:

Class Notes on Reinforcement Learning (extended version of Chapter 1 of the author's Reinforcement Learning Books)

Video-Lecture 1, Video-Lecture 2, Video-Lecture 3, Video-Lecture 4, Video-Lecture 5, Video-Lecture 6, Video-Lecture 7, Video-Lecture 8, Video-Lecture 9, Video-Lecture 10, Video-Lecture 11, Video-Lecture 12, Video-Lecture 13

Slides-Lecture 1, Slides-Lecture 2, Slides-Lecture 3, Slides-Lecture 4, Slides-Lecture 5, Slides-Lecture 6, Slides-Lecture 7, Slides-Lecture 8, Slides-Lecture 9, Slides-Lecture 10, Slides-Lecture 11, Slides-Lecture 12, Slides-Lecture 13

The final Lecture 13 is an overview of the entire course.

Slides-Lecture 1, Slides-Lecture 2, Slides-Lecture 3, Slides-Lecture 4, Slides-Lecture 5, Slides-Lecture 6, Slides-Lecture 7, Slides-Lecture 8, Slides-Lecture 9, Slides-Lecture 10, Slides-Lecture 11, Slides-Lecture 12, Slides-Lecture 13.

Lecture 13 is an overview of the entire course.

Ten Key Ideas for Reinforcement Learning and Optimal Control: Slides for an extended lecture/summary of the textbook "Reinforcement Learning and Optimal Control".

Video-Lecture 1, Video-Lecture 2, Video-Lecture 3,Video-Lecture 4, Video-Lecture 5, Video-Lecture 6, Video-Lecture 7, Video-Lecture 8, Video-Lecture 9, Video-Lecture 10, Video-Lecture 11, Video-Lecture 12, Video-Lecture 13.

** SURVEY AND EXPOSITORY DOCUMENTS
**

** Dynamic and Neuro-Dynamic Programming - Reinforcement Learning **

** Optimization and Distributed Computation **

** Convex Optimization **

Selected papers on Dynamic and Neuro-Dynamic Programming - Reinforcement Learning

Selected papers on Nonlinear Programming and Optimization Applications

Selected papers on Network Optimization

Selected papers on Parallel and Distributed Algorithms

Selected papers on Set-Membership Estimation and Control

Lecture Slides, Survey Papers, Research papers, Top Menu

** Dynamic and Neuro-Dynamic
Programming - Reinforcement Learning **

Lecture Slides, Survey Papers, Research papers, Top Menu

** Nonlinear Programming and Optimization Applications
**

Lecture Slides, Survey Papers, Research papers, Top Menu

Lecture Slides, Survey Papers, Research papers, Top Menu

** Parallel and Distributed Algorithms
**

Lecture Slides, Survey Papers, Research papers, Top Menu

** Set-Membership Estimation and
Control **

Lecture Slides, Survey Papers, Research papers, Top Menu