A Low-Cost Robot Science Kit for Education with Symbolic Regression for Hypothesis Discovery and Validation.
Logan SaarHaotong LiangAlex WangAustin McDannaldEfrain RodriguezIchiro TakeuchiA. Gilad KusnePublished in: CoRR (2022)
Keyphrases
- symbolic regression
- low cost
- genetic programming
- gene expression programming
- learning sciences
- elementary school
- mobile robot
- science education
- data mining
- lego mindstorms
- grammatical evolution
- real time
- parameter optimization
- fitness function
- evolutionary computation
- software package
- e learning
- user friendly
- concept maps
- evolutionary algorithm
- artificial intelligence
- machine learning
- evolution strategy
- model selection
- search space
- neural network