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Academic · 약 1분

Beyond Message Passing: Toward Semantically Aligned Agent Communication

arXiv:2604.02369v1 Announce Type: cross Abstract: Agent communication protocols are becoming critical infrastructure for large language model (LLM) systems that must use tools, coordinate with other …

Dun Yuan, Fuyuan Lyu, Ye Yuan, Weixu Zhang, Bowei He, Jiayi Geng, Linfeng Du, Zipeng Sun, Yankai Chen, Changjiang Han, Jikun Kang, Alex Chen, Haolun Wu, Xue Liu
조회수 67회
Academic · 약 1분

TRACE: Traceroute-based Internet Route change Analysis with Ensemble Learning

arXiv:2604.02361v1 Announce Type: cross Abstract: Detecting Internet routing instability is a critical yet challenging task, particularly when relying solely on endpoint active measurements. This study …

Raul Suzuki, Rodrigo Moreira, Pedro Henrique A. Damaso de Melo, Larissa F. Rodrigues Moreira, Fl\'avio de Oliveira Silva
조회수 65회
Academic · 약 1분

A Survey on AI for 6G: Challenges and Opportunities

arXiv:2604.02370v1 Announce Type: cross Abstract: As wireless communication evolves, each generation of networks brings new technologies that change how we connect and interact. Artificial Intelligence …

Constantina Chatzieleftheriou, Eirini Liotou
조회수 63회
Academic · 약 1분

Adaptive RAN Slicing Control via Reward-Free Self-Finetuning Agents

arXiv:2603.10564v1 Announce Type: new Abstract: The integration of Generative AI models into AI-native network systems offers a transformative path toward achieving autonomous and adaptive control. …

Yuanhao Li, Haozhe Wang, Geyong Min, Nektarios Georgalas, Wang Miao
조회수 77회
Academic · 약 1분

Equitable Multi-Task Learning for AI-RANs

arXiv:2603.08717v1 Announce Type: new Abstract: AI-enabled Radio Access Networks (AI-RANs) are expected to serve heterogeneous users with time-varying learning tasks over shared edge resources. Ensuring …

Panayiotis Raptis, Fatih Aslan, George Iosifidis
조회수 80회
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