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I am Souradip Chakraborty, currently a 1st year Computer Science PhD student at the University of Maryland, College Park from Fall 2021 . My current research focusses on the Theoritical and Practical aspects of Deep Reinforcement Learning especially from a Representation learning viewpoint with a special emphasis on learning State Abstraction . My research also explores Sample-efficient and Safe Model-based reinforcement learning under Uncertainty, noisy-settings and Sparse rewards scenarios. I am also extr
In the past I have worked as a Research AI Scientist at Walmart Labs , India after completing my Masters from the Indian Statistical Institute in 2018 summa cum laude and Bachelors in Electronics & Electrical Engineering from Jadavpur University , India in 2014. Recognised by Google as a Google Developer Expert in Machine Learning for my open-source contributions & mentorships in the field of AI and ML.