Papers by Qingchen Liu
FalconCopilot: Empowering LLMs Towards Integrated Human-Machine Systems for Aviation Autonomy (2026.findings-acl)
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| Challenge: | Complex flight tasks require both intricate, long-horizon decision-making and precise operations. |
| Approach: | They propose a LLM-based copilot system that addresses deficiencies in adaptability and fine-grained decision support while integrating with a high-fidelity environment. |
| Outcome: | The proposed system shortens task completion time while attaining a level of performance approaching that of a human instructor. |