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TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents
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A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation
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MAXS: Meta-Adaptive Exploration with LLM Agents
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