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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Junhao Zhao

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2026

Reinforcement Learning-Guided Transmitter Optimization for Short-Reach IM/DD FSO Systems

We propose a reinforcement-learning (RL) guided transmitter optimization framework for short-reach IM/DD free-space optical (FSO) links that jointly tunes probabilistic shaping (PS), geometric shaping (GS), and pre-equalization (Pre-EQ) filter coefficients using the soft actor-critic (SAC) algorithm. The agent adapts t...

Ouhan Huang, Junhao Zhao, Yinjun Liu et al. · 0 citations

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