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We were able to identify six statistically significant trends from the behavior of 134 cockroaches in 1-min na\u00efve walking trials with four different shelter configurations. By combining these trends into a model, we built a stochastic algorithm that significantly biases a simulated agent toward a target location. We call this model RAMBLER (Randomized Algorithm Mimicking Biased Lone Exploration in Roaches). 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