Existing multi-agent collaboration (MAC) methods have primarily explored a group thinking collaboration topology, where agents independently generate solutions and aggregate their outputs. In this wor
MACR introduces a relay-based multi-agent framework that dynamically transfers reasoning between agents using confidence-guided triggering and bidding to improve accuracy with lower token overhead.
Existing multi-agent collaboration (MAC) methods have primarily explored a group thinking collaboration topology, where agents independently generate solutions and aggregate their outputs. In this work, we investigate an alternative relay thinking topology, where reasoning ownership is dynamically transferred across agents, allowing subsequent agents to inherit and refine an evolving reasoning trajectory. We introduce Multi-Agent Confidence-guided Relay (MACR), a framework that enables dynamical relay collaboration among agents. The key challenge is determining when reasoning should be relayed and which agent should continue the process. method addresses this challenge through…
Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.
Multi-Agent Relay Thinking was first seen on Hugging Face · Daily papers on Nov 3, 2026. Since then it has appeared in 6 checks on 2 different days. Its best position was #24 of 30, reached on Nov 4, 05:28 UTC. It dropped off the list after Nov 4, 05:28 UTC.
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Not at the moment. It was last on the list on Nov 4, 05:28 UTC, after 2 days of trending.
#24 on Hugging Face · Daily papers, on Nov 4, 05:28 UTC. Trendoday checks this list every 120 minutes.
It was first seen on Nov 3, 2026 and has been on the list on 2 days (6 checks) since.