Snake 3D Game with Reinforcement Learning

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Snake 3D Game with Reinforcement Learning

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https://i.redd.it/c9d2423jyeb61.gif

Game Link: https://menesesghz.github.io/Snake3D-JS/

Github Repo: https://github.com/MenesesGHZ/Snake3D-JS

The project itself consists in the recreation of the classic video-game “The Snake” into a 3D scenario. Implementing the computer graphics with the support of Three.js library, developing the mechanics of the 3D environment from scratch. More over the project has the implementation of a reinforcement learning algorithm, using the Monte Carlo Methods theory describe by S. Sutton and G. Barto in their book “Reinforcement Learning an Introduction”. Specifically the project has the algorithmic implementation of Monte Carlo Exploring Starts.

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