NIAISep 28, 2023

Design of JiuTian Intelligent Network Simulation Platform

arXiv:2310.06858v12 citationsh-index: 9
Originality Synthesis-oriented
AI Analysis

This is an incremental platform development for researchers and developers working on wireless communication optimization tasks.

The paper introduced the JiuTian Intelligent Network Simulation Platform, which provides wireless communication simulation data services for an Open Innovation Platform, enabling users to apply reinforcement learning algorithms for model training and inference in various scenarios.

This paper introduced the JiuTian Intelligent Network Simulation Platform, which can provide wireless communication simulation data services for the Open Innovation Platform. The platform contains a series of scalable simulator functionalities, offering open services that enable users to use reinforcement learning algorithms for model training and inference based on simulation environments and data. Additionally, it allows users to address optimization tasks in different scenarios by uploading and updating parameter configurations. The platform and its open services were primarily introduced from the perspectives of background, overall architecture, simulator, business scenarios, and future directions.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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