Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 17 days ago • 89
ROSS: Relearning from Self-Generated Rollouts through Selective Supervision Paper • 2609.35954 • Published 29 days ago • 55
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published 30 days ago • 42
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published 30 days ago • 35
Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents Paper • 2609.33772 • Published 30 days ago • 37
Φ-Bench: Can Large Language Models Engineer the Infrastructure That Powers Them? Paper • 2609.10226 • Published Sep 9 • 18