Shashank Rao Marpally

Doctoral Student, School of Computing, National University of Singapore

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Hi! I am a Fourth year Ph.D. Student at the National University of Singapore, working with Dr. Harold Soh at the CLeAR Lab.

Research: I’m generally interested in Human-Robot Interaction, Explainable AI, and Robot Foundation Models. Currently, I work at the intersection of these fields, specifically, the Synthesis and Evaluation of Social Navigation Algorithms that would aid robots to behave in a context-appropriate and socially-compliant manner around humans.

Previously: In my Masters Thesis at Arizona State University, I worked on Action Model Learning of black-box agents through agent interrogation with Dr. Siddharth Srivastava and before that, I worked on AI agents that learn to generate explanations progressively for planning tasks through inverse reinforcement learning with Dr. Yu (Tony) Zhang.

When I’m not working on research, you can generally find me either playing some guitar, cooking, sketching, or watching British panel/comedy shows.

Contact: smarpall[at]comp[dot]nus[dot]edu[dot]sg

news

Dec 31, 2024 SocRATES: Our novel LLM-powered social-scenario generation tool is released on arxiv with accompanying code!
Jul 11, 2024 We presented our work on Evaluation of Social Navigation Algorithms at the Unsolved Social Navigation Workshop at RSS 2024

selected publications