Abstract: Automatic Train Operation (ATO) systems have become essential in urban rail networks with the aim of minimizing human error, improving punctuality, and optimizing energy consumption. However ...
CATArena (Code Agent Tournament Arena) is an open-ended environment where LLMs write executable code agents to battle each other and then learn from each other. CATArena is an engineering-level ...