Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation.
Changfu LiChenrui JinRatnesh SharmaPublished in: ICMLA (2019)
Keyphrases
- reinforcement learning
- multi agent reinforcement learning
- multi agent
- cooperative multi agent systems
- power system
- grid computing
- reinforcement learning algorithms
- transmission line
- multiagent learning
- multi agent systems
- smart grid
- learning algorithm
- function approximation
- state space
- learning agents
- information sharing
- markov decision processes
- grid environment
- temporal difference
- multiple agents
- multiagent systems
- model free
- power supply
- electric field
- learning process
- high voltage
- resource management
- deep learning
- optimal policy
- room temperature
- low voltage
- distributed agents
- cooperative
- power losses