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  Kaushik Subramanian


I am a Ph.D. candidate in the Computer Science Department at Georgia Tech working in the Robotics and Intelligent Machines Lab with Prof. Charles Isbell and Prof. Andrea Thomaz (now at University of Texas at Austin).

I completed my Masters degree in the ECE Department at Rutgers University where I worked with Prof. Michael Littman in the Real Life Reinforcement Learning Laboratory (RL3).

My research interests are in machine learning, interactive systems, deep learning and reinforcement learning. I have had experience in applying my methods to both virtual agents and robotic systems. My primary area of focus has been to integrate reinforcement learning methods with information from humans. As part of my doctoral research, I am working on representation learning and state space exploration strategies for sequential decision making problems. More recently I have also been gaining experience in working with deep learning algorithms.

Last Updated: June 2016