Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding.
T. Nathan MundhenkMikel LandajuelaRuben GlattCláudio P. SantiagoDaniel M. FaissolBrenden K. PetersenPublished in: NeurIPS (2021)
Keyphrases
- symbolic regression
- genetic programming
- reinforcement learning
- gene expression programming
- fitness function
- grammatical evolution
- evolutionary computation
- evolutionary algorithm
- regression problems
- genetic algorithm
- supervised learning
- open source
- software package
- parameter optimization
- artificial intelligence
- closed form