PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments Paper • 2608.14441 • Published 12 days ago • 28
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published 14 days ago • 113
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published 16 days ago • 135
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 23 days ago • 60
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published Jul 19 • 93