Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar.
Ning TaoAnthony VentresqueTakfarinas SaberPublished in: LA-CCI (2023)
Keyphrases
- program synthesis
- pre trained
- grammar guided genetic programming
- genetic programming
- multi objective
- training data
- generative model
- natural language
- training examples
- inductive logic programming
- control signals
- fitness function
- multi objective evolutionary algorithms
- evolutionary algorithm
- unsupervised learning
- objective function
- neural network
- multi criteria
- em algorithm
- appearance variations
- expectation maximization
- supervised learning
- small number
- training set
- learning algorithm