Reinforcement Learning

author: Satinder Singh, Electrical Engineering and Computer Science Department, University of Michigan
published: Feb. 25, 2007,   recorded: February 2006,   views: 29106
Categories

Slides

Related Open Educational Resources

Related content

Report a problem or upload files

If you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
Lecture popularity: You need to login to cast your vote.
  Bibliography

 Watch videos:   (click on thumbnail to launch)

Watch Part 1
Part 1 59:43
!NOW PLAYING
Watch Part 2
Part 2 55:55
!NOW PLAYING
Watch Part 3
Part 3 55:18
!NOW PLAYING
Watch Part 4
Part 4 39:25
!NOW PLAYING
Watch Part 5
Part 5 59:48
!NOW PLAYING
Watch Part 6
Part 6 28:48
!NOW PLAYING

Description

MDPs/VI,
Q learning (w/ proof),
TD(lambda),
Function approximation,
options,
PSRs

See Also:

Download slides icon Download slides: mlss06au_singh_rl.pdf (11.2┬áMB)


Help icon Streaming Video Help

Link this page

Would you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !

Reviews and comments:

Comment1 Mark, November 17, 2008 at 9:29 a.m.:

I can't seem to find the download URL. Streaming will not work for me, as I need to view these in a place where the network is not available. Is there a download link somewhere? Thanks.


Comment2 Callum Allan, January 17, 2022 at 11:41 a.m.:

By rewarding itself for correct actions, or punishing itself for incorrect ones, it can learn over time which actions lead to good outcomes and which do not. Reinforcement learning does not require any pre-determined rules like other forms of machine learning. This makes it highly adaptive and allows it to adjust when new information becomes available. In this way, a reinforcement learner can adapt as time goes on without human intervention. Now I am willing to visit http://www.aussiessay.com/ website to get help in my essay that I want to write about this difficult topic.

Write your own review or comment:

make sure you have javascript enabled or clear this field: