Differential dynamic programming for optimal estimation

@article{Kobilarov2015DifferentialDP,
  title={Differential dynamic programming for optimal estimation},
  author={Marin Kobilarov and Duy-Nguyen Ta and Frank Dellaert},
  journal={2015 IEEE International Conference on Robotics and Automation (ICRA)},
  year={2015},
  pages={863-869}
}
This paper studies an optimization-based approach for solving optimal estimation and optimal control problems through a unified computational formulation. The goal is to perform trajectory estimation over extended past horizons and model-predictive control over future horizons by enforcing the same dynamics, control, and sensing constraints in both problems, and thus solving both problems with identical computational tools. Through such systematic estimation-control formulation we aim to… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 53 references

Factor graphs and GTSAM: A hands-on introduction

  • Frank Dellaert
  • Technical Report GT-RIM-CP&R-2012-002, Georgia…
  • 2012
1 Excerpt

Incremental smoothing and mapping

  • A. Ranganathan M. Kaess, F. Dellaert
  • Intl . J . of Robotics Research
  • 2012

Smoothing, Filtering and Prediction: Estimating the Past, Present and Future

  • Garry A. Einicke
  • InTech,
  • 2012
1 Excerpt

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