consensus formation 1interaction graph 1multi-agent language models 1naming game 1open-weight models 1routing strategies 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
Graph Feedback Controls Consensus and Clique Formation in Open-Weight Language-Model Populations
Samer Saab, Chaouki Abdallah
The paper studies how the interaction graph among open-weight language models affects their ability to reach consensus or form cliques, using a naming‑game protocol and comparing t…
eess.SY2024
Finite Horizon Multi-Agent Reinforcement Learning in Solving Optimal Control of State-Dependent Switched Systems
Mi Zhou, Jiazhi Li, Masood Mortazavi +2
In this article, a \underline{S}tate-dependent \underline{M}ulti-\underline{A}gent \underline{D}eep \underline{D}eterministic \underline{P}olicy \underline{G}radient (\textbf{SMADD…
eess.SY2024
A Model-Free Optimal Control Method With Fixed Terminal States and Delay
Mi Zhou, Erik Verriest, Chaouki Abdallah
Model-free algorithms are brought into the control system's research with the emergence of reinforcement learning algorithms. However, there are two practical challenges of reinfor…