ODEFormer: Symbolic Regression of Dynamical Systems with Transformers.
Stéphane d'AscoliSören BeckerAlexander MathisPhilippe SchwallerNiki KilbertusPublished in: CoRR (2023)
Keyphrases
- dynamical systems
- symbolic regression
- genetic programming
- gene expression programming
- evolutionary computation
- differential equations
- software package
- fitness function
- state space
- nonlinear dynamical systems
- parameter optimization
- phase space
- regression problems
- genetic algorithm
- predictive state representations
- evolutionary algorithm
- open source
- computational intelligence
- search space
- artificial neural networks
- agent environment