Dumb question: what is the relationships of modern-day machine learning to John Holland's genetic algorithms of the 1980s? They look conceptually quite similar to me.
@alberto_cottica
Evolutionary methods do not notice which states an individual passes through during its lifetime. In reinforcement learning, we search for a policy which is a function from states to actions. Learning while interacting with the environment can be much more efficient.
Add comment