Agents & InferencearXiv

GATS achieves 100% success rate in agent planning with zero LLM calls

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Summary A

GATS achieves 100% success rate in planning tasks while eliminating LLM calls during inference, reducing computational costs and stochastic behavior. This enables production environments to deploy more efficient and deterministic agent planning, potentially reducing costs associated with LLM inference. It also allows for more reliable and consistent performance in complex tasks such as coding workflows and web navigation.

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