Planning with uncertainty in position an optimal and efficient planner

@article{Gonzalez2005PlanningWU,
  title={Planning with uncertainty in position an optimal and efficient planner},
  author={Juan Pablo Gonzalez and Anthony Stentz},
  journal={2005 IEEE/RSJ International Conference on Intelligent Robots and Systems},
  year={2005},
  pages={2435-2442}
}
We introduce a resolution-optimal path planner that considers uncertainty while optimizing any monotonic objective function such as mobility cost, risk, or energy expended. The resulting path minimizes the expected cost of the objective function, while ensuring that the uncertainty in the position of the robot does not compromise the safety of the robot or the reachability of the goal. Although the problem domain is stochastic in nature, our algorithm takes advantage of deterministic path… CONTINUE READING
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