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cs.CL2025
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…