SimWorld provides a gym-like interface for interacting with AI agents in simulated city environments. It supports integration with LLM/VLM models for autonomous decision-making, navigation, and social interaction tasks. The platform offers configurable scenarios, pre-built maps, and customization options for bringing custom agent models into physically realistic simulations.