Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 5 days ago • 78
EVO-WAM: Evolving World Action Models through Video-Action Verification Paper • 2609.38057 • Published 25 days ago • 49
Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents Paper • 2609.27334 • Published about 1 month ago • 57
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself Paper • 2609.22068 • Published Sep 18 • 138
CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents Paper • 2609.18779 • Published Sep 16 • 16