inControl

ep5 - Sean Meyn: Markov chains, networks, reinforcement learning, beekeeping and jazz


Listen Later

In this episode, our guest is Sean Meyn, Professor and Robert C. Pittman Eminent Scholar Chair in the Department of Electrical and Computer Engineering at the University of Florida. The episode features Sean’s adventures in the areas of Markov chains, networks and Reinforcement Learning (RL) as well as anecdotes and trivia about beekeeping and jazz.

Outline
00:00 - Intro
00:22 - Sean’s early steps
03:53 - Markov chains
08:45 - Networks
18:26 - Stochastic approximation
25:00 - Reinforcement Learning
38:57 - The intersection of Reinforcement Learning and  Control
42:37 - Favourite theorem
44:05 - Beekeeping and jazz
48:47 - Outro

Episode links
Sean’s website: https://meyn.ece.ufl.edu/
Sean’s books: shorturl.at/CFGRY (and T. Sargent's review: shorturl.at/hlGNR)
G. Zames: shorturl.at/JPRWX (see also: shorturl.at/chiw5)
State space model: shorturl.at/hST07
The life and work of A.A. Markov: shorturl.at/qsv35
Fluid model: shorturl.at/HKN56
M/M/1 queue: shorturl.at/dQW36
Borkar-Meyn theorem: shorturl.at/eSTV4
NCCR Automation Symposia: shorturl.at/csv03 (see also shorturl.at/ekpZ3)
V. Konda’s PhD Thesis: shorturl.at/bdrv7

Support the show

Podcast info
Podcast website: https://www.incontrolpodcast.com/
Apple Podcasts: https://tinyurl.com/5n84j85j
Spotify: https://tinyurl.com/4rwztj3c
RSS: https://tinyurl.com/yc2fcv4y
Youtube: https://tinyurl.com/bdbvhsj6
Facebook: https://tinyurl.com/3z24yr43
Twitter: https://twitter.com/IncontrolP
Instagram: https://tinyurl.com/35cu4kr4

Acknowledgments and sponsors
This episode was supported by the National Centre of Competence in Research on «Dependable, ubiquitous automation» and the IFAC Activity fund. The podcast benefits from the help of an incredibly talented and passionate team. Special thanks to L. Seward, E. Cahard, F. Banis, F. Dörfler, J. Lygeros, ETH studio and mirrorlake . Music was composed by A New Element.

...more
View all episodesView all episodes
Download on the App Store

inControlBy Alberto Padoan

  • 5
  • 5
  • 5
  • 5
  • 5

5

65 ratings


More shows like inControl

View all
Planet Money by NPR

Planet Money

30,680 Listeners

Hidden Brain by Hidden Brain, Shankar Vedantam

Hidden Brain

43,536 Listeners

Philosophize This! by Stephen West

Philosophize This!

15,252 Listeners

On the Media by WNYC Studios

On the Media

9,229 Listeners

The Quanta Podcast by Quanta Magazine

The Quanta Podcast

548 Listeners

Today, Explained by Vox

Today, Explained

10,289 Listeners

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas by Sean Carroll

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

4,169 Listeners

Conan O’Brien Needs A Friend by Team Coco & Earwolf

Conan O’Brien Needs A Friend

59,495 Listeners

TalkRL: The Reinforcement Learning Podcast by Robin Ranjit Singh Chauhan

TalkRL: The Reinforcement Learning Podcast

29 Listeners

Tech Won't Save Us by Paris Marx

Tech Won't Save Us

577 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

98 Listeners

Hard Fork by The New York Times

Hard Fork

5,532 Listeners

Huberman Lab by Scicomm Media

Huberman Lab

29,246 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,129 Listeners

Coffee and Control by Lucy Hodgins

Coffee and Control

0 Listeners