3 papers
cs.CL2026
Theory of Mind in Action: The Instruction Inference Task in Dynamic Human-Agent Collaboration
Fardin Saad, Pradeep K. Murukannaiah, Munindar P. Singh
Successful human-agent teaming relies on an agent being able to understand instructions given by a (human) principal. In many cases, an instruction may be incomplete or ambiguous.…
cs.MA2025
Gricean Norms as a Basis for Effective Collaboration
Fardin Saad, Pradeep K. Murukannaiah, Munindar P. Singh
Effective human-AI collaboration hinges not only on the AI agent's ability to follow explicit instructions but also on its capacity to navigate ambiguity, incompleteness, invalidit…
cs.CL2024
Right vs. Right: Can LLMs Make Tough Choices?
Jiaqing Yuan, Pradeep K. Murukannaiah, Munindar P. Singh
An ethical dilemma describes a choice between two "right" options involving conflicting moral values. We present a comprehensive evaluation of how LLMs navigate ethical dilemmas. S…