114 citations · 813 across the 92 of their papers we have counts for
3 papers · 1 filter
The Complexity of Genetic Diversity
Ruta Mehta, Ioannis Panageas, Georgios Piliouras +1
A key question in biological systems is whether genetic diversity persists in the long run under evolutionary competition or whether a single dominant genotype emerges. Classic wor…
Natural Selection as an Inhibitor of Genetic Diversity: Multiplicative Weights Updates Algorithm and a Conjecture of Haploid Genetics
Ruta Mehta, Ioannis Panageas, Georgios Piliouras
In a recent series of papers a surprisingly strong connection was discovered between standard models of evolution in mathematical biology and Multiplicative Weights Updates Algorit…
Average Case Performance of Replicator Dynamics in Potential Games via Computing Regions of Attraction
Ioannis Panageas, Georgios Piliouras
What does it mean to fully understand the behavior of a network of adaptive agents? The golden standard typically is the behavior of learning dynamics in potential games, where man…