Reinforcement Learning by Narayan Hegde ME, CSA@IISc Google 2 - - PowerPoint PPT Presentation

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Reinforcement Learning by Narayan Hegde ME, CSA@IISc Google 2 - - PowerPoint PPT Presentation

Sep 13, 2022 757 likes •1.13k views

Reinforcement Learning by Narayan Hegde ME, CSA@IISc Google 2 Summer School 2013 3 Summer School 2013 What is it? 4 What could the mechanisms be, by which based on feedback based on our actions by the environment, we learn to act over

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Reinforcement Learning

by Narayan Hegde ME, CSA@IISc Google

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What is it?

What could the mechanisms be, by which based on feedback based on our actions by the environment, we learn to act over time. Learning by trial and error to perform sequential decision making Markov Decision Process trial-and-error search and delayed reward - are the two most important distinguishing features

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Reinforcement Learning

Artificial Intelligence

Machine Learning Control Theory Game Theory Psychology Operation Research

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Where do you see this

 Current and Next Generation Automated Robots  Drive Vehicles  Personal Assistant  Traffic-light control  Games like chess  Why don’t we hard code them? What are the benefits  Where can you apply?  What is the greatest example of reinforcement learning?

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The Video of Goal Keeper

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Take Away

Get Motivated Model in Real Life Try Building a mathematical model

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Example of Robot playing Football

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What is the algorithm paradigm?

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Thank you and Questions

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