Multi-objective policy generation for mobile robots under probabilistic time-bounded guarantees

We present a methodology for the generation of mobile robot controllers which offer probabilistic time-bounded guarantees on successful task completion, whilst also trying to satisfy soft goals. The approach is based on a stochastic model of the robot’s environment and action execution times, a set...

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Bibliographic Details
Main Authors: Lacerda, B, Parker, D, Hawes, N
Format: Conference item
Published: AAAI Press 2017