Reinforcement Learning Model-Based and Model-Free Paradigms for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions

This paper reviews recent works related to applications of reinforcement learning in power system optimal control problems. Based on an extensive analysis of works in the recent literature, we attempt to better understand the gap between reinforcement learning methods that rely on complete or incomp...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Elinor Ginzburg-Ganz, Itay Segev, Alexander Balabanov, Elior Segev, Sivan Kaully Naveh, Ram Machlev, Juri Belikov, Liran Katzir, Sarah Keren, Yoash Levron
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2024-10-01
سلاسل:	Energies
الموضوعات:	reinforcement learning model based model free control problems energy management
الوصول للمادة أونلاين:	https://www.mdpi.com/1996-1073/17/21/5307
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!