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  • šŸ‘‹ Hi, Iā€™m @KunalP117
  • šŸ‘€ Iā€™m interested in inverse reinforcement learning, EconML, Micro-economics
  • šŸŒ± Iā€™m currently learning discrete event simulation, optimization, and Stat Signal Processing
  • šŸ’žļø Iā€™m looking to collaborate on Quant Trading frameworks
  • šŸ“« How to reach me [email protected]

kunalp117's Projects

dl_ri icon dl_ri

Rationally Inattentive Utility Maximization Model for Deep Image Classification using CNNs

inverse-reinforcement-learning-fundamentals icon inverse-reinforcement-learning-fundamentals

Implementation of Andrew Ng's paper's feasibility based results for recovering an MDP's rewards given its optimal policy. Showed how regularization can bring down the size of the feasible set by 30% (and increase precision)

online-irl icon online-irl

Exploring techniques to estimate a parametrized utility function from a decision maker's action-constraint pairs in an online fasion

youtube-commenting-analysis icon youtube-commenting-analysis

This repository contains data as well as code for analyzing rationally inattentive commenting behavior in YouTube. The formal theory and model is contained in the paper found at this link: https://www.jmlr.org/papers/volume21/19-872/19-872.pdf

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