Adaptive Arena-based Contestable Argumentative Network-of-Experts for Open-Ended Care Plan Coordination
3.40T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.05391.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryCANOE is a multi-agent neuro-symbolic framework for care plan coordination. Role-specialized agents generate supporting and attacking arguments via an Arena-based Quantitative Bipolar Argumentation Framework, with human-in-the-loop contestation and deterministic plan recomputation. Evaluated on Discharge Me! and MedicalRAG.
Why it mattersThe A-QBAF arena-based clash resolution with human contestability is a concrete, transferable pattern for multi-agent systems that need auditable conflict handling beyond simple voting.
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