10 citations · 10 across the 6 of their papers we have counts for
3 papers · 1 filter
Symbolic Discovery of Stochastic Differential Equations with Genetic Programming
Sigur de Vries, Sander W. Keemink, Marcel A. J. van Gerven
Automated scientific discovery aims to improve scientific understanding through machine learning. A central approach in this field is symbolic regression, which uses genetic progra…
Kozax: Flexible and Scalable Genetic Programming in JAX
Sigur de Vries, Sander W. Keemink, Marcel A. J. van Gerven
Genetic programming is an optimization algorithm inspired by evolution which automatically evolves the structure of interpretable computer programs. The fitness evaluation in genet…
Discovering Continuous-Time Memory-Based Symbolic Policies using Genetic Programming
Sigur de Vries, Sander Keemink, Marcel van Gerven
Artificial intelligence techniques are increasingly being applied to solve control problems, but often rely on black-box methods without transparent output generation. To improve t…