Two classic learning situations are critically reviewed and interprete
d from a synergetic point of view: (a) human learning of complex skill
s, and (b) animal discrimination learning. Both show typical character
istics of nonlinear phase transitions: instability, fluctuations, crit
ical slowing down and reorganisation. Plateaus in the acquisition curv
es of complex skills can be viewed as phases of arrested progress in w
hich a reorganisation of simple skills is necessary before their integ
ration into complex units is possible. Fluctuations and critical slowi
ng down are expressed in instances of ''vicarious trial-and-error,'' w
hich describe the oscillating behavior of rats at a choice point that
is shown only just before discrimination learning is completed. It is
concluded that education might pay more attention to the role of indiv
idual learning rhythms.