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Preprint Aug 2026

L-COIN: LLM-Assisted Counterfactual Inference for Game-Theoretic Distributed Computation Offloading in Sub-THz LEO Satellite Networks

As Space-Based Information Networks (SBINs) evolve toward high-capacity, intelligence-centric paradigms, integrating sub-Terahertz (sub-THz) communication into Low Earth Orbit (LEO) satellite constellations has emerged as a critical enabler for ultra-broadband and resilient global connectivity. By exploiting the ultra-...

Ji‐Ho Yi, Weijun Gao, Chong Han · 0 citations
#edge computing Open access Aug 2026

Multi agent PPO for terahertz cell free mobile edge computing networks

This work develops a multi-agent proximal policy optimization (MAPPO) algorithm to achieve a long-term optimal tradeoff between energy consumption and latency and demonstrates that under identical hyperparameter settings and training episodes, MAPPO achieves stable convergence and outperforms other MADRL baselines.

Jing-Ting Jiang, Iman Tavakkolnia, Chong Han · 0 citations

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