Solar Power driven EV Charging Optimization with Deep Reinforcement Learning.
Stavros SykiotisChristoforos Menos-AikateriniadisAnastasios D. DoulamisNikolaos DoulamisPavlos S. GeorgilakisPublished in: CoRR (2022)
Keyphrases
- electric vehicles
- reinforcement learning
- power consumption
- optimization problems
- optimization algorithm
- optimization process
- optimization method
- state space
- function approximation
- data driven
- global optimization
- renewable energy
- optimization methods
- markov decision processes
- constrained optimization
- intelligent control
- discrete optimization
- least squares
- dynamic programming