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Sanjif Shan's Projects

agar.io-clone icon agar.io-clone

Sandbox for a reinforcement learning challenge for Warwick AI society

deep-q-learning---cartpole icon deep-q-learning---cartpole

Solving the traditional CartPole problem in Reinforcement Learning with Deep NNs in the Deep Q Learning Framework

ising-model icon ising-model

Ising Model Simulation & lab report with applications to epidemiology. COVID-19 is a case study.

optimal-charging-strategy-li-ion-battery icon optimal-charging-strategy-li-ion-battery

Solving for the Optimal Charging Strategy for a Li-ion Battery with a novel genetic algorithm. This study is a collaborative effort by Peter Fazekas, Connor Mattinson and myself as a group project for the course MA4J5 : Structures of Complex Systems run by Prof. Markus Kirklionis at Warwick University.

robustness-of-seqeunce-models icon robustness-of-seqeunce-models

Investigating the Robustness of Sequence models in Deep Learning. Masters Thesis at Warwick 20/21 supervised by Martin Lotz with project partner Peter Fazekas

textnotedimensions icon textnotedimensions

Autodesk Revit add-in developed to determine the dimensions of a TextNote in rotated plan view

wai-travelling-salesman icon wai-travelling-salesman

Genetic algorithm to solve for the optimal path for a pub crawl in Leamington Spa. Presented as a talk for Warwick AI society in Feb 2020.

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