Manan Tayal

Hi! I am Manan, a Researcher working on problems at the intersection of Control, Optimization and Machine Learning, with a focus on safety enforced decision-making in dynamical systems. Developing methods that integrate learning with formal guarantees to ensure constraint satisfaction and robust performance in uncertain, data-driven environments.
I am PhD Scholar at Centre for Cyber Physical Systems, Indian Institute of Science (IISc) Bangalore, working on Safe Robot Learning in the Stochastic Robotics Lab under the guidance of Prof. Shishir N. Y. Kolathaya and Prof. Pushpak Jagtap . I am also actively collaborating with Prof. Somil Bansal at Stanford University and Prof. Andrew Clark at Washington University.

I completed my B.Tech from Indian Institute of Technology Bombay (IITB) in 2021.
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