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Monkey in a tree, illustrating the problem of derailment in curiosity research. The monkey must learn foraging strategy through trial and error, which requires a highly variable exploration of the environment. But getting to the end of a branch is somewhat risky and requires suppressing stochastic variability. To successfully deploy curiosity the monkey must have a cognitive map of where variability is good and where it is bad.
