Environments as Scaffold: Enriching Feedback to Bootstrap Self-Evolving Agents in Long-Horizon Tasks Paper • 2609.08404 • Published 5 days ago • 24
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published 17 days ago • 155
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 263
On-Policy Delta Distillation for Multilingual Math Reasoning Paper • 2608.05802 • Published Aug 6 • 32