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Manasi Malik's Projects

dynamical-analysis-of-neuropathic-excitability icon dynamical-analysis-of-neuropathic-excitability

MATLAB Implementation of "Identification of Molecular Pathologies Sufficient to Cause Neuropathic Excitability In Primary Somatosensory Afferents Using Dynamical Systems" by Young-Ah Rho, Steven A. Prescott 2012

reinforcementlearning-gridworld icon reinforcementlearning-gridworld

This project solves the classical grid world problem first with DP methods of RL like Policy Iteration and Value Iteration. Q learning is implemented too. Q learning is then implemented with changing positions of obstacles in the grid.

rl-for-grocery-shopping-solutions icon rl-for-grocery-shopping-solutions

When we want to purchase our monthly grocery, there are multiple store options with different pricings and availability. There is also a cost attached to travelling to these stores. Using reinforcement learning, we model these variables to learn the best strategy to purchase all the items we want.

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