I am a Ph.D. candidate in the School of Computing and Augmented Intelligence at Arizona State University, working with Prof. Siddharth Srivastava. I am also affiliated with UC Berkeley's Center for Human-Compatible Artificial Intelligence, and ASU's Center for Human, Artificial Intelligence, and Robot Teaming. I have completed M.Tech. from Department of Computer Science & Engineering at IIT Guwahati, advised by Prof. Pradip K. Das.
My primary interests lie in AI safety, AI planning, action-model learning, and analysis of abstractions. My research focuses on safe and reliable behavior of AI agents. I am currently investigating the minimal set of requirements in an AI system that would enable a user to assess and understand the limits of its safe operability.
In the past, I have worked in the areas of bio-inspired robotics, speech processing, and internet of things.
Co-organizing the AAAI 2024 Spring Symposium on User-Aligned Assessment of Adaptive AI Systems with Rohan Chitnis, Georgios Fainekos, Hazem Torfah, and Siddharth Srivastava.
Two of our works Learning AI-System Capabilities under Stochasticity and Epistemically Guided Exploration for Transferable Stochastic Planning in Non-stationary Relational Settings have been accepted at NeurIPS 2023 Workshop on Generalization in Planning. Preprints coming out soon!!
Our work Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings has been accepted at NeurIPS 2023.