3 papers
cs.AI2025
Memory-Augmented State Machine Prompting: A Novel LLM Agent Framework for Real-Time Strategy Games
Runnan Qi, Yanan Ni, Lumin Jiang +3
This paper proposes Memory-Augmented State Machine Prompting (MASMP), a novel framework for LLM agents in real-time strategy games. Addressing key challenges like hallucinations an…
cs.AI2025
Retrieval Augmented Learning: A Retrial-based Large Language Model Self-Supervised Learning and Autonomous Knowledge Generation
Zongyuan Li, Pengfei Li, Runnan Qi +6
The lack of domain-specific data in the pre-training of Large Language Models (LLMs) severely limits LLM-based decision systems in specialized applications, while post-training a m…
cs.CV2025
Long-Distance Field Demonstration of Imaging-Free Drone Identification in Intracity Environments
Junran Guo, Tonglin Mu, Keyuan Li +10
Detecting small objects, such as drones, over long distances presents a significant challenge with broad implications for security, surveillance, environmental monitoring, and auto…