How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks
Paper • 2608.14905 • Published • 31
ganruoli
wittenberg
AI & ML interests
large language model
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DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space upvoted a paper 2 months ago
Sample-Efficient Learning from Agent ExperienceOrganizations
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Sample-Efficient Learning from Agent Experience
Paper • 2607.21051 • Published • 19
AREX: Towards a Recursively Self-Improving Agent for Deep Research
Paper • 2607.21461 • Published • 107
AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
Paper • 2607.18754 • Published • 25