Reinforcement Learning of Optimal Input Excitation for Parameter Estimation With Application to Li-Ion Battery.
Rui HuangJackson FogelquistXinfan LinPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- parameter estimation
- reinforcement learning
- least squares
- maximum likelihood
- markov random field
- expectation maximization
- em algorithm
- parameter estimation algorithm
- model selection
- random fields
- statistical models
- parameter values
- model fitting
- maximum likelihood estimation
- learning algorithm
- optimal control
- posterior distribution
- gibbs sampling
- dynamic programming