BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//project/author//NONSGML v1.0//EN
CALSCALE:GREGORIAN
BEGIN:VEVENT
DTEND:20220822T120000Z
UID:215b2dda67fa4947b6bf8f135214f075-316
DTSTAMP:19700101T120014Z
DESCRIPTION:The mathematics of value-based reinforcement learning approaches
URL;VALUE=URI:https://www.csa.iisc.ac.in/newweb/event/316/the-mathematics-of-value-based-reinforcement-learning-approaches/
SUMMARY:Reinforcement Learning (RL) studies the problem of learning in an interactive environment. In this talk, we shall discuss the main optimization problem that underlies RL and the two broad categories of approaches for solving it: value-based and policy-based. In particular, we shall focus on a popular value-based scheme called Q-learning and discuss its convergence and the main reasons behind its popularity. These discussions should provide the necessary background for the second talk.


Microsoft teams link:

https://teams.microsoft.com/l/meetup-join/19%3ameeting_ZTk5YmQxZWItOTlmOS00YzM1LWE2ZDktNTZmNjJjNTU1OTBm%40thread.v2/0?context=%7b%22Tid%22%3a%226f15cd97-f6a7-41e3-b2c5-ad4193976476%22%2c%22Oid%22%3a%22adc1e56f-56ee-4d24-873f-341c97ae782a%22%7d
DTSTART:20220822T120000Z
END:VEVENT
END:VCALENDAR