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Developing Reinforcement Learning Agents that Learn Many Subtasks

Department: Computer Science

Quarter: Winter 2022

Seminar Date: Feb 11, 2022

Speaker Name:
Martha White

Organization:
University of Alberta

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Speaker Website:
https://webdocs.cs.ualberta.ca/~whitem/

Bio:
Martha White is an Associate Professor of Computing Science at the University of Alberta and a PI of Amii--the Alberta Machine Intelligence Institute--which is one of the top machine learning centres…

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Summary:
Learning agents operating in complex environments must accumulate knowledge about the environment to continually improve. This knowledge can take the form of a dynamics model, option policies that ac…

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Video: https://youtu.be/FjgELcm34Lg