A prescriptive Dirichlet power allocation policy with deep reinforcement learning.
Yuan TianMinghao HanChetan S. KulkarniOlga FinkPublished in: Reliab. Eng. Syst. Saf. (2022)
Keyphrases
- allocation policy
- reinforcement learning
- allocation policies
- boundary conditions
- current practice
- power consumption
- reinforcement learning algorithms
- monte carlo simulation
- model free
- function approximation
- state space
- robotic control
- temporal difference
- multi agent
- mixture model
- genetic algorithm
- action selection
- legal reasoning
- deep learning
- learning process
- reinforcement learning methods
- multi agent reinforcement learning
- learning algorithm