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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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Reinforcement Learning using OpenAI gym #128

Open Mrsterius opened 3 years ago

Mrsterius commented 3 years ago

Learning Goals

Learn the concept of Reinforcement learning by solving the cartpole player problem with the use of OpenAI gym.

Exercise Statement

This exercise helps in learning reinforcement learning using 2 approaches. First, using random playing strategy multiple times and saving parameters for the best average episode. Second, using Deep Q-Learning strategy to optimize the parameters, left and right actions per se for various frames.

Prerequisites

Must have experience with basic Deep Learning using Tensorflow.

Data source:

Using the cartpole player from OpenAI gym.

(Optional) Suggest/Propose Solutions

I have the solution using Tensorflow, will be happy to create pull request to include the exercise solution.

gimseng commented 3 years ago

Hi @Mrsterius thanks for the suggestion, i think it'll be a fun project to add to our repo.

Please read the contributing guidelines and look at our other projects to follow our format and organization. Thanks!

Mrsterius commented 3 years ago

Hi @gimseng,

Submitted. Please let me know if there are any changes required.