Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning.
Adarsh DaveJared MitchellSven BurkeHongyi LinJay WhitacreVenkatasubramanian ViswanathanPublished in: CoRR (2021)
Keyphrases
- machine learning
- robotic systems
- global optimization
- optimization algorithm
- optimization problems
- information extraction
- pattern recognition
- knowledge acquisition
- mobile robot
- optimization process
- autonomous navigation
- computer vision
- artificial intelligence
- optimization approaches
- machine learning methods
- learning systems
- service robots
- machine learning algorithms
- real time
- model selection
- text classification
- support vector machine
- knowledge discovery
- computational intelligence
- learning tasks
- wireless sensor networks
- computer science
- optimization methods
- reinforcement learning
- constrained optimization
- decision trees
- electric vehicles
- feature selection
- genetic algorithm