1. Automated Dynamic Algorithm Configuration
2. Marcin Andrychowicz , Anton Raichuk , Piotr Stańczyk , Manu Orsini , Sertan Girgin , Raphaël Marinier , Leonard Hussenot , Matthieu Geist , Olivier Pietquin , Marcin Michalski , 2021 . What matters for on-policy deep actor-critic methods? a large-scale study . In International conference on learning representations. Marcin Andrychowicz, Anton Raichuk, Piotr Stańczyk, Manu Orsini, Sertan Girgin, Raphaël Marinier, Leonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, et al. 2021. What matters for on-policy deep actor-critic methods? a large-scale study. In International conference on learning representations.
3. Fast Mutation in Crossover-Based Algorithms
4. A tight runtime analysis for the (1 + (λ, λ)) GA on leadingones
5. A Rigorous Runtime Analysis of the $$(1 + (\lambda , \lambda ))$$ GA on Jump Functions