LEV: Thinking Fast and Deep with Looped Decision Models Paper • 2610.20951 • Published 26 days ago • 72
PR-OPD: Privileged Representation On-policy Self-Distillation for Agentic Reinforcement Learning Paper • 2609.36642 • Published Sep 29 • 33
TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces Paper • 2609.33295 • Published Sep 27 • 62
MEMPROBE: Probing Long-Term Agent Memory via Hidden User-State Recovery Paper • 2606.24595 • Published Jun 23 • 3
TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent Paper • 2609.27277 • Published Sep 23 • 28
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published Aug 12 • 107
EvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Paper • 2604.01687 • Published Apr 2 • 8