Reinforcement Learning : Applications in Deep Racer and AWS Sagemaker

This meetup in association with AWS User Group Mumbai.

This is a mini workshop where Reinforcement Learning (a sub set of Machine Learning) would be covered along with it's application in AWS Deep Racer and AWS Sagemaker.

The topics of this meetup are as follows -

Opening slide — Speakers Introduction
DR video
Intro to AWS DeepRacer
Intro to RL
Markov Decision Process
Deep Dive into AWS DeepRacer Component
Garage + Action Spaces
Building Your First Model
Reward Function + Parameters
Training and Evaluation
Hyperparameters
Reinforcement Learning on Amazon Sagemaker
Closing

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Speakers:

Suman Debnath: Principal Developer Advocate, AWS
Donnie Prakoso: Sr. Developer Advocate, AWS