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Author

Junyoung Kim

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Review 2026

A Survey on Reinforcement Learning Methods for Seamless Connectivity in 6G Non-Terrestrial Networks: Algorithms and Key Findings

The vision of sixth-generation (6G) communications aims to achieve global hyperconnectivity by integrating terrestrial, aerial, and maritime domains. Non-terrestrial networks (NTNs) are key enablers of this vision but face inherent challenges such as high mobility, long propagation delays, and limited onboard computati...

Soyi Jung, Huiyeon Jang, Seoyeong Park et al. · 0 citations
Conference Jul 2026

Carbon-Aware Traffic Steering for TN-NTN Scenario via Graph Attention Reinforcement Learning

Sixth-generation (6G) wireless systems envision seamless coexistence between terrestrial networks (TNs) and non-terrestrial networks (NTNs), while the carbon footprint of dense radio access infrastructure has become a critical concern. This paper proposes carbon-aware traffic steering (CATS), a Near-RT RIC xApp for the...

Junyoung Kim, Soyi Jung · 0 citations

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