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upvoted a paper 9 days ago

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents

Paper • 2605.30723 • Published May 29 • 15

upvoted a paper 19 days ago

Not Every Token Is Worth Distilling: Selective Supervision for Direct-OPD

Paper • 2609.29142 • Published 25 days ago • 6

upvoted a paper 2 months ago

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

Paper • 2607.28609 • Published Jul 30 • 76

upvoted a paper 3 months ago

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

Paper • 2607.13705 • Published Jul 15 • 40

upvoted a paper 4 months ago

When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

Paper • 2606.05806 • Published Jun 4 • 26

upvoted 2 papers 5 months ago

Retrieval, Reward, and Training Protocols: What Matters in Training Search Agents?

Paper • 2605.27881 • Published May 27 • 10

Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning

Paper • 2605.28424 • Published May 27 • 28