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The items that name it 5

• Repairs for Whom? Evaluator-Executor Mismatch in Selecting Repairs for Failed LLM Agents
  paperas frameworks and tools2026-10-28

  Environment used to test repairs of failed LLM agent trajectories, measured by net reward.

• IntentDelta: A Human-Constructed Benchmark for Evolving User Intent
  paperas frameworks and tools2026-10-24

  Shopping environment used as one of the two task domains in IntentDelta

• GraphACM: Graph-based Action Consistency Measurement for Uncertainty Quantification in LLM Agents
  paperas classification.key entities2026-10-15
• ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning
  paperas classification.key entities2026-10-13
• Matched-Context Group Policy Optimization for LLM Agent Training
  paperas classification.key entities2026-10-09