Energy optimization and smart grids are central for intelligent generation, distribution, and consumption of electricity. Decision energy systems and control energy systems can adopt RL techniques to provide a dynamic response to the variability of the environment. RL can also be used to adjust the demand of electricity in response to a dynamic energy pricing or reduce energy usage.