IEEE

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization

Abstract: Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across ...
IEEE

Adaptive Individual Q-Learning—A Multiagent Reinforcement Learning Method for Coordination Optimization

Abstract: Multiagent reinforcement learning (MARL) has been extensively applied to coordination optimization for its task distribution and scalability. The goal of the MARL algorithms for coordination ...