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arXiv — cs.AI
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Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems
LLM-based multi-agent systems (MAS) have attracted growing attention for improving reasoning through interaction among multiple agents. In this work, we focus on parallel multi-agent reasoning systems, where several agents solve the same problem over multiple rounds and…
AI Summary & Key Takeaways
- LLM-based multi-agent systems (MAS) have attracted growing attention for improving reasoning through interaction among multiple agents
- In this work, we focus on parallel multi-agent reasoning systems, where several agents solve the same problem over multiple rounds and…
Sequential Probabilistic Uncertainty Estimation for Parallel Multi-Agent Reasoning Systems
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