17 citations · 51 across the 31 of their papers we have counts for
3 papers · 1 filter
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…
Constrained Parameter Inference as a Principle for Learning
Nasir Ahmad, Ellen Schrader, Marcel van Gerven
Learning in neural networks is often framed as a problem in which targeted error signals are directly propagated to parameters and used to produce updates that induce more optimal…