Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning.
Hepeng LiZhiqiang WanHaibo HePublished in: IEEE Trans. Smart Grid (2020)
Keyphrases
- reinforcement learning
- electric vehicles
- resource utilization
- scheduling problem
- function approximation
- scheduling algorithm
- round robin
- state space
- resource allocation
- markov decision processes
- learning algorithm
- temporal difference
- temporal difference learning
- reinforcement learning algorithms
- dynamic scheduling
- flexible manufacturing systems
- reinforcement learning methods
- hard constraints
- robotic control
- model free
- dynamic programming
- multi agent
- function approximators
- intelligent control
- real time database systems
- deep learning
- learning capabilities
- learning problems
- search space
- preventive maintenance
- policy search
- manufacturing cell
- scheduling strategy