Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use | ScienceToStartup | ScienceToStartup

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References (58)

[1]

LLM-in-Sandbox Elicits General Agentic Intelligence

2026Daixuan Cheng, Shaohan Huang et al.

[2]

SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation

2026Xichen Zhang, Ziyi He et al.

[3]

A Benchmark for Language Models in Real-World System Building

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"Develop intention-based planning frameworks for budget-constrained tool-augmented LLMs."

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Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use

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"Develop intention-based planning frameworks for budget-constrained tool-augmented LLMs."

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Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use

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References (58)

Founder's Pitch

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