Learning, Diversity and Adaptation in Changing Environments: The Role of Weak Links

Daron Acemoglu, Asuman Ozdaglar, Sarath Pattathil

Adaptation to dynamic conditions requires a certain degree of diversity. If all agents take the best current action, learning that the underlying state has changed and behavior sho…