Some of my side projects are showcased in this section.
MuZero on Super Mario Bros
I have attempted to evaluate MuZero, an algorithm for deep learning published by Google Deepmind in 2019, against Deep-Q-Networks with Double-Q-Learning, the state of the art model free algorithm. I have compared their performance using the game Super Mario Bros. Clips of an agent trained using MuZero playing the game can be found below:
Repository Link | Evaluation Report
The Crypto Lottery
This project consists of an Ethereum-based back end and a frontend powered by React.js. The objective of this project was to build a lottery application where users register using Ether and stand a chance to win the Jackpot.
The Jackpot is the prize pool consisting of contributions from all participants with the winner being chosen at regular time intervals. A participants chances also increase with the Ether they contribute up to a certain limit.
Frontend Repository | Backend Repository
Python Game Collection
I have developed a few games in Python 3.6 using the PyGame library. Some of them are showcased below.
