STR-Agent: An LLM-Driven Agent for QoS-Aware Routing in LEO Satellite Networks

arXiv:2609.20347 · cs.NI, cs.AI · Submitted 2026-09-17 · Read on arXiv

cs.NI, cs.AI

Submitted: 2026-09-17

Updated: 2026-09-17

DOI: 10.1109/ICCC70295.2026.11680183

Code: https://github.com/IntelliSensing/STR-Agent

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 8× in this paper · explained in 1 episode
• Fine-Tuning — 8× in this paper · explained in 5 episodes
• Adaptation — 3× in this paper · explained in 1 episode
• Low Earth Orbit — 3× in this paper
• Reinforcement Learning — 3× in this paper · explained in 4 episodes
• Agent Architectures — 2× in this paper · explained in 1 episode
• Ablation — 1× in this paper · explained in 1 episode
• Ablation study — 1× in this paper · explained in 1 episode
• Adaptability — 1× in this paper · explained in 1 episode
• Adaptive Strategy — 1× in this paper · explained in 1 episode
• Dijkstra Shortest Path — 1× in this paper
• Online Adaptation — 1× in this paper · explained in 3 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

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