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Standard reinforcement learning can degrade embedding quality in retrieval tasks, but PAO selectively optimizes only the most relevant items, leading to superior performance.
BCSD enables LLM agents to leverage external skills more effectively, achieving superior performance by integrating dual-context evaluations.
