Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 16 days ago • 89
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published 29 days ago • 35
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published 29 days ago • 35
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published 29 days ago • 42
Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents Paper • 2609.33772 • Published 29 days ago • 37
PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents Paper • 2608.26530 • Published Aug 27 • 37