PCBWorld: A Benchmark Environment for Engine-Grounded PCB Design Automation
In the authors' experiments, agents in PCBWorld consistently outperformed grid-action RL policies and open-loop LLM baselines, and an RL policy trained only on synthetic boards transferred zero-shot to real boards, approaching rule-based routers.