MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation Paper • 2605.27366 • Published 2 days ago • 12
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published 21 days ago • 229
Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards Paper • 2605.14539 • Published 14 days ago • 5
MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems Paper • 2605.18565 • Published 9 days ago • 4
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Paper • 2605.06527 • Published 21 days ago • 44
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics Paper • 2605.07755 • Published 20 days ago • 23
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published 21 days ago • 110
Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL Paper • 2604.28123 • Published 27 days ago • 48
HERMES++: Toward a Unified Driving World Model for 3D Scene Understanding and Generation Paper • 2604.28196 • Published 28 days ago • 71
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published 25 days ago • 164
Crowded in B-Space: Calibrating Shared Directions for LoRA Merging Paper • 2604.16826 • Published Apr 18 • 18
CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Paper • 2604.01658 • Published Apr 2 • 55