CB-Orchestrator: Adaptive Workflow Optimization for LLM Agents via Contextual Bandits
Large Language Model (LLM) agents have demonstrated remarkable capabilities in tackling complex tasks through agentic workflows. However, manually designing these workflows is labor-intensive and lacks flexibility to adapt to diverse queries. While automated workflow optimization is a promising direction, existing meth...
Jia-Hang Sun, Zhi-Wei Shang, Zhi-Piao Liu et al.
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