ParaManager is a lightweight orchestrator that learns unified parallel agent-tool orchestration through a two-stage SFT and RL pipeline, achieving strong benchmark performance and generalization.
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Small Model as Master Orchestrator: Learning Unified Agent-Tool Orchestration with Parallel Subtask Decomposition
ParaManager is a lightweight orchestrator that learns unified parallel agent-tool orchestration through a two-stage SFT and RL pipeline, achieving strong benchmark performance and generalization.