PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments

Yuhao Zhan, Bingxiang He, Zecong Tang +1

Self-evolving agents improve future behavior from interaction experience, yet existing evaluations typically optimize under fixed execution conditions and do not test recovery afte…