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implement AverageLearner().done()

Bas Nijholt requested to merge averagelearner_done into master

We now require the user to use goal=lambda l: l.loss() < 1.

Analogous to the IntegratorLearner we can implement learner.done() which tells you whether the tolerance has been reached.

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