Evolutionary Strategies

In this class, we discuss evolutionary strategies, seeing an example $(1,\lambda)$ strategy and then discussing CMA-ES. Finally, we look at an example of using CMA-ES to search for neural network parameters.

Evolutionary Strategies notebook

CMAES notebook

Neuroevolution slides

Neuroevolution notebook

Videos

• Evolutionary Strategies
• CMAES
• Neuroevolution