/smart-rl-mg

Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship

Primary LanguagePythonMIT LicenseMIT

smart-rl-mg

Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship

Requires OpenDSS and the use of the Python-OpenDSS COM interface.

Requires deep RL framework: OpenAI stable-baselines, gym

Requires NN framework: TensorFlow (1.xx for stable-baselines, 2.xx for keras-rl2), Keras (keras-rl2)

Video link here: https://youtu.be/flXEyVFh_lE