A Lyapunov-guided generative diffusion model trained by reinforcement learning is proposed as a solver for UAV trajectory and bandwidth allocation, with a preliminary simulation suggesting better reward than conventional DDPG.
A Lyapunov optimization approach for green cellular networks with hybrid energy supplies,
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Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking
A Lyapunov-guided generative diffusion model trained by reinforcement learning is proposed as a solver for UAV trajectory and bandwidth allocation, with a preliminary simulation suggesting better reward than conventional DDPG.