Giter Site home page Giter Site logo

project-euler's Introduction

Reinforcement Learning

Description

In this repository I will upload the work done in my journey to learn Reinforcement Learning from scratch.

Files in Repository

  • RL1 - Random and Linear Regression.ipynb: Jupyter notebook in which I compare the performance of a random model with a linear regression in two games from OpenAI Gym library.
  • RL2 - QLearning with bins.ipynb Train a model with QLearning to improve the performance of previous models in the same games of OpenAI Gym library.

Dependencies

A copy of ffmpeg that can be recognized by Anaconda might be needed. To install it, run conda install -c conda-forge ffmpeg in a terminal. As of February 10 2021 there is an issue with a gym file to record the video by Wrappers. It can be solved manually based on this link.

Sample

With RL an agent can play a game as the following: Cartpole Game

project-euler's People

Contributors

carlocdt avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.