👋 Hi there, my name is Gaurav Batra.

• 🏫 I am a Master's student at University of Wisconsin Madison.
• 📖 I am currently exploring the awesome field of Machine Learning.
• 🎮 I play a lot of games ranging from real time strategy games like AOE to action-adventure games like Assasin's creed.
• 💻 I also love watching animes and reading mangas.
• 🎧 Listening to music helps me concentrate.

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1. Monte_Carlo-TD-Function_ApproximationMonte_Carlo-TD-Function_ApproximationPublic

   Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.

   Jupyter Notebook 1

2. Airplane_SimulatorAirplane_SimulatorPublic

   It is a 3D emulation of a jet fighter plane game built in OpenGL.

   C++ 2 3

3. Gradient_Descent_VariantsGradient_Descent_VariantsPublic

   Gradient Descent and its variants

   Jupyter Notebook 3

4. Face_Classification_and_VerificationFace_Classification_and_VerificationPublic

   Familiarize with the problems of "classification" and "verification" with a popular problem space of "faces".

   Jupyter Notebook

5. WFSWFSPublic

   This project demonstrates the creation of a block-based filesystem that integrates basic filesystem operations such as file creation, reading, writing, directory management, and file deletion, with…

   C

6. wshwshPublic

   This project is a custom shell implementation designed to replicate the functionality of Unix-like shells with additional features for handling variables, history, file redirection, and batch proc…

   C