3 papers
cs.MA2026
Communication Enhances LLMs' Stability in Strategic Thinking
Nunzio Lore, Babak Heydari
Large Language Models (LLMs) often exhibit pronounced context-dependent variability that undermines predictable multi-agent behavior in tasks requiring strategic thinking. Focusing…
cs.AI2025
Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation
Qiliang Chen, Sepehr Ilami, Nunzio Lore +1
Modern engineered systems increasingly involve complex sociotechnical environments where multiple agents, including humans and the emerging paradigm of agentic AI powered by large…
cs.CL2024
Large Model Strategic Thinking, Small Model Efficiency: Transferring Theory of Mind in Large Language Models
Nunzio Lore, Sepehr Ilami, Babak Heydari
As the performance of larger, newer Large Language Models continues to improve for strategic Theory of Mind (ToM) tasks, the demand for these state-of-the-art models increases comm…