DiffCarl, a diffusion-actor variant of SAC with carbon pricing and CVaR risk terms, is reported to lower microgrid operating cost by 2.3-30.1% versus baselines, though the paper's own numbers contradict its 28.7% carbon-reduction claim.
A hierarchical energy management system based on hierarchical optimization for microgrid community economic operation,
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Diffusion-Modeled Reinforcement Learning for Carbon and Risk-Aware Microgrid Optimization
DiffCarl, a diffusion-actor variant of SAC with carbon pricing and CVaR risk terms, is reported to lower microgrid operating cost by 2.3-30.1% versus baselines, though the paper's own numbers contradict its 28.7% carbon-reduction claim.