Control Charts for Multi-agent Systems
Generative agents have proven to be powerful assistants in a wide variety of contexts. Given this success, users are now deploying agents with minimal restrictions in open ended, multi-agent environments. Current methods for monitoring the dynamics of open-ended multi-agent systems are limited to qualitative inspection. In this paper, we extend the process-theoretic notion of adaptive control charts to multi-agent systems to enable automated monitoring. Using simulation, we demonstrate that adaptive control charts are necessary for monitoring multi-agent systems that can learn from their environment. We further demonstrate, both empirically and theoretically, that adaptive control charts ...
| Authors | Hayden Helm, Carey Priebe, Brandon Duderstadt |
|---|---|
| Primary category | cs.MA |
| Published | 11 May 2026 |
| Last updated at source | 11 May 2026 |
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