4 papers · 1 filter
Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems
J. de Curtò, I. de Zarzà
Evaluations of LLM planning agents largely ask whether a task succeeds or a declared plan is followed. In strategic cyber-physical systems, a stronger question is whether the plann…
Collective Intelligence with Foundation Models
J. de Curtò, I. de ZarzÃ
As foundation models grow in scale and diversity, coordinating multiple models into cooperative reasoning systems offers a path toward safer, more reliable AI. This chapter present…
LLM-Mediated Demand Response Coordination in Smart Microgrids
J. de Curtò, I. de ZarzÃ
Effective demand response in smart microgrids requires prosumers to cooperate voluntarily under strategic self-interest, a coordination problem structurally equivalent to a repeate…
LLM Constitutional Multi-Agent Governance
J. de Curtò, I. de ZarzÃ
Large Language Models (LLMs) can generate persuasive influence strategies that shift cooperative behavior in multi-agent populations, but a critical question remains: does the resu…