Finalist for the Distinguished Teaching Award at UMass Amherst.
Published numerous papers at top-tier conferences including NeurIPS, ICLR, ICRA, IROS, AAAI, AAMAS, IJCAI, and ICAPS.
Notable works include AssistanceZero (a method for solving assistance games), Tensor Trust (an LLM-based game and prompt injection dataset), metareasoning for safe decision-making, ethically compliant autonomous systems, LLM calibration, and active reward learning.
Published an article in Artificial Intelligence Journal (AIJ) on competence-aware systems.
Co-organized workshops on AI safety, including the CHAI Workshop and the IROS Workshop on Ethical Robotic Systems.