Junseong Pyo

SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents

Large Language Model (LLM) agents excel at multi-step, tool-augmented tasks. However, smart homes introduce distinct challenges, requiring agents to handle latent user intents, temporal dependencies, device constraints, scheduling, and more. The main bottlenecks for developing smart home agents with…