TRACE identifies capability gaps from agent trajectory contrasts, synthesizes per-capability RL training environments, and routes LoRA adapters at inference to improve performance on customer service and tool-use benchmarks.
Mean: {np.mean(rewards):.3f}
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TRACE: Capability-Targeted Agentic Training
TRACE identifies capability gaps from agent trajectory contrasts, synthesizes per-capability RL training environments, and routes LoRA adapters at inference to improve performance on customer service and tool-use benchmarks.