Baidu Apollo EM Motion Planner

A. P. Dempster, N. M. Laird, and D. B. Rubin, “Maximum likelihood from incomplete data via the em algorithm,” J. Royal Stat. Soc. Ser. B (Methodol.) , vol. 39, pp. 1–38, 1977

1977

Earlier work this paper cites.

M. Montemerlo, J. Becker, S. Bhat, H. Dahlkamp, D. Dolgov, S. Ettinger, D. Haehnel, T. Hilden, G. Hoffmann, B. Huhnke et al. , “Junior: The stanford entry in the urban challenge,” J. Field Robot. , vol. 25, no. 9, pp. 569–597, 2008

2008

Earlier work this paper cites.

C. Urmson, J. Anhalt, D. Bagnell, C. Baker, R. Bittner, M. N. Clark, J. Dolan, D. Duggins, T. Galatali, C. Geyer et al. , “Autonomous driving in urban environments: Boss and the urban challenge,” J. Field Robot. , vol. 25, no. 8, pp. 425–466, 2008

2008

Earlier work this paper cites.

J. Ziegler and C. Stiller, “Spatiotemporal state lattices for fast trajectory planning in dynamic on-road driving scenarios,” in IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009 (IROS 2009) . IEEE, 2009, pp. 1879–1884

2009

Earlier work this paper cites.

M. Werling, J. Ziegler, S. Kammel, and S. Thrun, “Optimal trajectory generation for dynamic street scenarios in a frenet frame,” in 2010 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2010, pp. 987–993

2010

Earlier work this paper cites.

M. McNaughton, C. Urmson, J. M. Dolan, and J.-W. Lee, “Motion planning for autonomous driving with a conformal spatiotemporal lattice,” in 2011 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2011, pp. 4889–4895

2011

Cited alongside, same era.

H. Bai, D. Hsu, and W. S. Lee, “Integrated perception and planning in the continuous space: A pomdp approach,” Int. J. Robot. Res. , vol. 33, no. 9, pp. 1288–1302, 2014

2014

Cited alongside, same era.

S. Brechtel, T. Gindele, and R. Dillmann, “Probabilistic decision-making under uncertainty for autonomous driving using continuous pomdps,” in 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC) . IEEE, 2014, pp. 392–399

2014

Cited alongside, same era.

T. Gu, J. Atwood, C. Dong, J. M. Dolan, and J.-W. Lee, “Tunable and stable real-time trajectory planning for urban autonomous driving,” in 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . IEEE, 2015, pp. 250–256

2015

A. G. Cunningham, E. Galceran, R. M. Eustice, and E. Olson, “Mpdm: Multipolicy decision-making in dynamic, uncertain environments for autonomous driving,” in 2015 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2015, pp. 1670–1677

2015

Later among the works it cites.

E. Galceran, A. G. Cunningham, R. M. Eustice, and E. Olson, “Multipolicy decision-making for autonomous driving via changepoint-based behavior prediction.” in Robotics: Science and Systems , 2015, pp. 2290–2297

2015

Later among the works it cites.

Z. Ajanovic, B. Lacevic, B. Shyrokau, M. Stolz, and M. Horn, “Search-based optimal motion planning for automated driving,” arXiv preprint arXiv:1803.04868 , 2018

Original

2018

Closest in time.

W. Xu, J. Wei, J. M. Dolan, H. Zhao, and H. Zha, “A real-time motion planner with trajectory optimization for autonomous vehicles,” in 2012 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2012, pp. 2061–2067

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