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Abhinav Sharma's Projects

ai-capture-the-flag-pacman-contest icon ai-capture-the-flag-pacman-contest

The course contest involves a multi-player capture-the-flag variant of Pacman, where agents control both Pacman and ghosts in coordinated team-based strategies

ai-pacman-project-search icon ai-pacman-project-search

The aim of this project is to get you acquainted with AI search techniques and how to derive heuristics in Pacman, as well as to understand the Python-based Pacman infrastructure.

ai-reinforcement-learning icon ai-reinforcement-learning

This project will implement value iteration and Q-learning. It will first test agents on Gridworld (from class), then apply them to a simulated robot controller (Crawler) and Pacman.

azure-dev-projects icon azure-dev-projects

This repository includes several small projects related to Microsoft Azure to showcase different tutorials and deployments.

docker-load-balancer-ec2 icon docker-load-balancer-ec2

The idea is to design a load balancer using Docker Swarm that can distribute the load on different worker machines, based on the inter-arrival of requests.

farspackage icon farspackage

Fatality Analysis Reporting System(FARS) data file analyzer

gluttonytweetsanalyzer icon gluttonytweetsanalyzer

We extracted tweets related to gluttony by searching for certain keywords in the text and correlated the number of tweets on gluttony in certain areas of Melbourne with total number of people having health issues.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ml-az-playground icon ml-az-playground

Machine Learning A-Z react application playground using MLAZ python and R libraries

mlaz icon mlaz

Machine Learning A-Z algorithms implemented in python package

multi-armed-bandits-mab icon multi-armed-bandits-mab

This project implements famous MAB algorithms and evaluates them on the basis of their performance - EpsilonGreedy, UCB, BetaThompson, LinUCB, LinThompson.

pyds icon pyds

Data structures implementation in python

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