Self-Evolving Scientific Agent Discovers Generalizable Physically-Reasoned Fluid Control

Boai Sun, Wenjin Guo, Zongmin Yu +1

While data-intensive deep reinforcement learning can optimize complex control policies, scientific control design in physical systems fundamentally requires an interpretable chain…