A Reinforcement Learning-based Volt-VAR Control Dataset and Testing Environment.
Yuanqi GaoNanpeng YuPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- control system
- dynamic environments
- machine learning
- distributed control
- mobile robot
- state space
- autonomous agents
- robot control
- control strategies
- adaptive control
- model free
- autonomous robots
- changing environment
- home environment
- function approximation
- operating environment
- multi agent
- initially unknown
- control loop
- exploration strategy
- control policy
- real time
- temporal difference
- action selection
- control method
- benchmark datasets
- supervised learning
- multi agent systems
- neural network