Harish Kamath

Georgia Institute of Technology

Atlanta, GA

Hey! I’m an undergraduate in my 4th and final year at Georgia Tech. I am pursuing a double major in Computer Science and Mathematics, with a focus in artificial intelligence and systems architecture. I am particularly passionate about research and startups in the tech space!

Research Interests:

Generalization theory in deep learning - performance of models across changing distributions, alternatives to ERM, and the roles of sparsity and unsupervised feature learning in robust models. I find that generalization in reinforcement learning is especially interesting, due to its applications in model-based RL, sim2real, and exploration strategies.

Other things about me:

I enjoy playing & following basketball (go Hawks!), going on runs & hikes, and chess.

news

Aug 28, 2020 I completed my ML Engineering internship at Ripcord
Aug 24, 2020 I presented my RLOSFest project to the MSFT New York Research Lab
Jul 18, 2020 We presented our paper on model-advantage at two ICML Workshops! (1 2)

selected publications

  1. Workshop@ICML
    Bridging Worlds in Reinforcement Learning with Model-Advantage
    Modhe, N., Kamath, H., Kalyan, A., and Batra, D.
    2020