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Manish Saroya's Projects

deep-learning-sdm icon deep-learning-sdm

As part of Sequential Decision Making course, this class project aims to leverage deep learning to solve the Sub-T challenge. This repository contains the base code to setup the simulator, test different planning approaches, and visualize the behavior of the system.

gng icon gng

Topological Growing Neural Gas

mas_hw2 icon mas_hw2

This repository contains Q learning agent

mas_hw3 icon mas_hw3

This repository does reward shaping for multiple Q learning agents.

topologylayer icon topologylayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

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