deepracer
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A set of Jupyter notebooks to analyze the performance of a DeepRacer model.
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Nov 10, 2024 - Jupyter Notebook
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
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Apr 2, 2020 - Python
AWS DeepRacer Free Student Workshop: Run faster by using your custom waypoints. Step by Step to learn reinforcement learning,
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Nov 27, 2022 - Python
Udacity AWS ML Foundations Scholarship Course Walkthrough
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Oct 2, 2021
Interactive detailed analysis tool for AWS DeepRacer logs
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Sep 30, 2024 - Python
Repo for running DeepRacer on Spot or Standard instances to save money versus the AWS DeepRacer console
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Mar 18, 2025 - TypeScript
This framework makes it easier to create and maintain reward functions for AWS DeepRacer, so you spend more time on machine learning rather than writing lots of Python code! It provides geometry functions and numerous observations not available in DeepRacer itself, such as the ACTUAL SPEED of the car.
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Mar 5, 2022 - Python
A hands on reinforcement machine learning bootcamp, created for Summer of Tech NZ. Designed to be run over a two hour session.
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Nov 9, 2020 - Python
Worksheet and Utilities for AWS DeepRacer – one of the most exciting ways of building strong skills in reinforcement learning and through a hands-on approach. This repository offers: 1) Functionally-rich and flexible reward function 2) Utilities with Jupiter notes for Racing Line calculation and visualisation of track 3) Scripts to parse RoboMak…
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Sep 16, 2022 - Python
Private fork of DeepRacer-for-Cloud; master has been moved upstream.
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Nov 10, 2024 - Shell
Some of my reward functions and analysis that helped me throughout my learning
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Jul 23, 2023 - Python
My AWS DeepRacer reward functions and some analysises
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Nov 5, 2020 - Python
Some tools for AWS Deepracer
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May 3, 2020 - Shell
Steps to setup and train a DeepRacer model on Mac OSX using CPU
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Feb 15, 2021
AWS Maching Learning Foundations Scholarship
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Oct 11, 2021 - Jupyter Notebook
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