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On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows

A finite-horizon stochastic online allocation planner maximizes workflow completion probability under strict budget and deadline constraints via simulated replanning.

Xinglin Wang, Zishen Liu, Shaoxiong Feng, Peiwen Yuan and 8 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 17 on Hugging Face · Code ★ 4

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5