T. Bui

SAGE: Symbolic Action-Gating and Editing for LLM Task Planners

Large language models (LLMs) are now the default cognitive core of embodied household agents, yet the plans they emit are rarely checked against a grounded model of the environment before execution, and the task-success they report is often measured on benchmarks so saturated that no method can be separated from anothe...