Emergence: Overcoming Privileged Information Bias in Asymmetric Embodied Agents via Active Querying

Shaun Baek, Sam Liu, Joseph Ukpong

Large Language Models (LLMs) act as powerful reasoning engines but struggle with "symbol grounding" in embodied environments, particularly when information is asymmetrically distri…