HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation 事件

HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation arXiv:2606.01230v1 Announce Type: new Abstract: Large language model agents are moving beyond text-only interaction toward physical-world control, with smart homes as a representative domain. Real domestic interaction requires understanding ambiguous intents, operating in dynamic environments, and performing multi-turn reasoning. However, existing methods struggle to generate high-quality training data for smart