Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search.
Pierre-Alexandre KamiennyGuillaume LampleSylvain LamprierMarco VirgolinPublished in: ICML (2023)
Keyphrases
- monte carlo tree search
- symbolic regression
- genetic programming
- monte carlo
- gene expression programming
- evaluation function
- evolutionary computation
- software package
- generative model
- fitness function
- parameter optimization
- regression problems
- evolutionary algorithm
- reinforcement learning methods
- neural network
- game tree
- genetic algorithm ga
- simulated annealing
- temporal difference learning
- search space
- genetic algorithm