Emergence: Active Querying Mitigates Bias in Asymmetric Embodied AI
Published:Dec 13, 2025 17:17
•1 min read
•ArXiv
Analysis
This research explores a crucial challenge in embodied AI: information bias in agents with unequal access to data. The active querying approach suggests a promising strategy to improve agent robustness and fairness by actively mitigating privileged information advantages.
Key Takeaways
Reference
“Overcoming Privileged Information Bias in Asymmetric Embodied Agents via Active Querying”