Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models

arXiv:2605.15706 · cs.LG · Submitted 2026-05-15 · Read on arXiv

cs.LG

Submitted: 2026-05-15

Updated: 2026-10-17

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Differentiable Mixture-of-Agents — 2× in this paper
• Adaptability — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes
• Multi-Agent Framework — 1× in this paper · explained in 3 episodes
• Multi-Agent System — 1× in this paper · explained in 7 episodes
• Robustness — 1× in this paper · explained in 5 episodes

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