EV Charging Command Fast Allocation Approach Based on Deep Reinforcement Learning With Safety Modules.
Jin ZhangYuxiang GuanLiang CheMohammad ShahidehpourPublished in: IEEE Trans. Smart Grid (2024)
Keyphrases
- electric vehicles
- reinforcement learning
- function approximation
- control center
- reinforcement learning algorithms
- peak load
- state space
- model free
- learning algorithm
- intelligent control
- optimal allocation
- markov decision processes
- temporal difference
- modular structure
- allocation strategy
- learning process
- reinforcement learning methods
- allocation scheme
- policy search
- dynamic allocation
- action selection
- optimal policy
- optimal control
- power system
- resource allocation
- data sets
- temporal difference learning
- machine learning
- multi agent
- supervised learning
- building blocks
- power consumption
- learning agents
- learning problems
- function approximators
- learning classifier systems
- action space
- markov decision process
- learning capabilities