The codebase is intentionally modular so each concern is isolated: simulation state and update logic, traffic signal state machine, vehicle motion/spacing, rendering and UI overlay, shared constants.

Abstract: These testing environments are usually costly and time-consuming to deploy safely in real-world conditions. This paper describes the Virtual City Traffic Simulator with AIDriven Agents, an ...

In large-model inference serving, choosing a good deployment is difficult. For Attention–FFN disaggregated (AFD) serving you must jointly pick attention and FFN worker counts, micro-batch sizes, and ...