InsActor is a role control system based on physical simulation. It can drive characters to complete various interactive tasks in complex environments through natural language instructions. The system utilizes conditional and adversarial diffusion models for multi-level planning, combining with a low-level controller to realize stable, robust control. It boasts smooth control and natural interaction, making it suitable for applications such as creative content generation, interactive entertainment, and human-computer interaction.