RunAgent improves LLM reliability on structured plans by deriving constraints on the fly, using an agentic language with control flow, and dynamically selecting reasoning modes, outperforming baselines on Natural-plan and SciBench.
For example, if the person is busy from 10:00 AM to 12:00 PM, then the person is considered free at 12:00 PM, and a meeting can be scheduled at 12:00 PM for this person
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RunAgent: Interpreting Natural-Language Plans with Constraint-Guided Execution
RunAgent improves LLM reliability on structured plans by deriving constraints on the fly, using an agentic language with control flow, and dynamically selecting reasoning modes, outperforming baselines on Natural-plan and SciBench.