Robust Navigation Execution by Planning in Belief Space

@inproceedings{Marthi2012RobustNE,
  title={Robust Navigation Execution by Planning in Belief Space},
  author={Bhaskara Marthi},
  booktitle={Robotics: Science and Systems},
  year={2012}
}
We consider robot navigation in environments given a known static map, but where dynamic obstacles of varying and unknown lifespans appear and disappear over time. We describe a roadmap-based formulation of the problem that takes the sensing and transition uncertainty into account, and an efficient online planner for this problem. The planner displays behaviors such as persistence and obstacle timeouts that would normally be hardcoded into an executive. It is also able to make inferences about… CONTINUE READING
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