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Harnessed agentic RL can boost agent performance significantly, as shown by a 14.6-point improvement in coding tasks with minimal training data.
STRACE transforms noisy execution traces into high-fidelity optimization contexts, yielding a 1.4x improvement in agent success rates on complex tasks.
