Maximizing the Performance of a Lithium-Ion Battery Aging Estimator Using Reinforcement Learning.
Huiyong ChunSoohee HanPublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- reinforcement learning
- electric vehicles
- least squares
- function approximation
- maximum likelihood
- state space
- reinforcement learning algorithms
- machine learning
- model free
- dynamic programming
- energy management
- temporal difference
- learning problems
- temporal difference learning
- age estimation
- action selection
- learning algorithm
- multi agent
- optimal policy
- maximum a posteriori
- variance estimator
- age related
- supervised learning
- intelligent control
- function approximators
- markov decision process
- error estimation
- lower bound
- multi agent reinforcement learning
- image reconstruction
- markov decision processes
- robotic control
- estimation algorithm
- software aging