Comparative analysis of Q-learning, SARSA, and deep Q-network for microgrid energy management.

Autor: Ramesh S; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India., N SB; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India., Sathyavarapu SJ; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India., Sharma V; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India., A A NK; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India. aa_nippunkumaar@blr.amrita.edu., Khanna M; Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru, India.

Publikováno v: Scientific reports [Sci Rep] 2025 Jan 03; Vol. 15 (1), pp. 694. Date of Electronic Publication: 2025 Jan 03.