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upvoted 7 papers 2 months ago

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Paper • 2605.27141 • Published May 26 • 20

HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts

Paper • 2605.13997 • Published May 13 • 5

Look Before You Leap: Autonomous Exploration for LLM Agents

Paper • 2605.16143 • Published May 15 • 10

Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Paper • 2605.14539 • Published May 14 • 8

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

Distilling Long-CoT Reasoning through Collaborative Step-wise Multi-Teacher Decoding

Paper • 2605.02290 • Published May 4 • 42

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Paper • 2605.15726 • Published May 15 • 36

upvoted a paper 3 months ago

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 103