Autonomous discovery of battery electrolytes with robotic experimentation and machine-learning.
Adarsh DaveJared MitchellKirthevasan KandasamySven BurkeBiswajit PariaBarnabás PóczosJay WhitacreVenkatasubramanian ViswanathanPublished in: CoRR (2020)
Keyphrases
- machine learning
- robotic systems
- knowledge discovery
- data mining
- mobile robot
- service robots
- machine learning methods
- pattern recognition
- discovery process
- natural language
- natural language processing
- supervised learning
- information extraction
- support vector machine
- test bed
- active learning
- cooperative
- knowledge acquisition
- learning algorithm
- real time
- learning tasks
- machine learning algorithms
- data sets
- machine learning approaches
- autonomous navigation
- scientific discovery
- electric vehicles
- model selection
- semi supervised learning
- computational intelligence
- text mining
- artificial intelligence
- decision trees
- data analysis
- autonomous learning
- neural network
- computer vision
- power supply
- computer science
- computational biology
- autonomous robots
- expert systems
- inductive learning
- pattern discovery
- knowledge representation
- learning problems
- learning systems