Scaling Local Control to Large-Scale Topological Navigation

J. O’keefe and L. Nadel, The hippocampus as a cognitive map . Oxford: Clarendon Press, 1978

1978

Earlier work this paper cites.

S. Thrun, “Learning metric-topological maps for indoor mobile robot navigation,” Artificial Intelligence , vol. 99, no. 1, pp. 21–71, 1998

1998

Earlier work this paper cites.

B. Kuipers, “The spatial semantic hierarchy,” Artificial intelligence , vol. 119, no. 1-2, pp. 191–233, 2000

2000

Earlier work this paper cites.

M. J. Milford, G. F. Wyeth, and D. Prasser, “Ratslam: a hippocampal model for simultaneous localization and mapping,” in IEEE International Conference on Robotics and Automation (ICRA) , vol. 1, 2004, pp. 403–408

2004

Earlier work this paper cites.

S. Thrun, W. Burgard, and D. Fox, Probabilistic robotics . MIT press, 2005

2005

Earlier work this paper cites.

T. Hafting, M. Fyhn, S. Molden, M.-B. Moser, and E. I. Moser, “Microstructure of a spatial map in the entorhinal cortex,” Nature , vol. 436, no. 7052, p. 801, 2005

2005

Earlier work this paper cites.

F. Fraundorfer, C. Engels, and D. Nistér, “Topological mapping, localization and navigation using image collections,” in International Conference on Intelligent Robots and Systems (IROS) , 2007

2007

Earlier work this paper cites.

C. F. Doeller, C. Barry, and N. Burgess, “Evidence for grid cells in a human memory network,” Nature , vol. 463, no. 7281, p. 657, 2010

2010

Earlier work this paper cites.

R. Tedrake, I. R. Manchester, M. Tobenkin, and J. W. Roberts, “Lqr-trees: Feedback motion planning via sums-of-squares verification,” The International Journal of Robotics Research , vol. 29, no. 8, pp. 1038–1052, 2010

2010

Earlier work this paper cites.

M. Cummins and P. Newman, “Appearance-only slam at large scale with fab-map 2.0,” The International Journal of Robotics Research , 2011

2011

Earlier work this paper cites.

W. Maddern, M. Milford, and G. Wyeth, “Capping computation time and storage requirements for appearance-based localization with cat-slam,” in 2012 IEEE International Conference on Robotics and Automation (ICRA) , 2012, pp. 822–827

2012

Cited alongside, same era.

R. Mur-Artal, J. M. M. Montiel, and J. D. Tardos, “Orb-slam: a versatile and accurate monocular slam system,” IEEE Transactions on Robotics , vol. 31, no. 5, pp. 1147–1163, 2015

2015

Cited alongside, same era.

C. Linegar, W. Churchill, and P. Newman, “Work smart, not hard: Recalling relevant experiences for vast-scale but time-constrained localisation,” in IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2015, pp. 90–97

2015

Cited alongside, same era.

S. Gupta, J. Davidson, S. Levine, R. Sukthankar, and J. Malik, “Cognitive mapping and planning for visual navigation,” in IEEE International Conference on Computer Vision and Pattern Recognition (CVPR) , 2017, pp. 7272–7281

2017

Cited alongside, same era.

D. Pathak, P. Mahmoudieh, G. Luo, P. Agrawal, D. Chen, Y. Shentu, E. Shelhamer, J. Malik, A. A. Efros, and T. Darrell, “Zero-shot visual imitation,” in International Conference on Learning Representations (ICLR) , 2018

2018

Later among the works it cites.

P. Mirowski, M. Grimes, M. Malinowski, K. M. Hermann, K. Anderson, D. Teplyashin, K. Simonyan, A. Zisserman, R. Hadsell, et al. , “Learning to navigate in cities without a map,” in Advances in Neural Information Processing Systems , 2018, pp. 2419–2430

2018

Later among the works it cites.

P. Mirowski, R. Pascanu, F. Viola, H. Soyer, A. J. Ballard, A. Banino, M. Denil, R. Goroshin, L. Sifre, K. Kavukcuoglu, et al. , “Learning to navigate in complex environments,” International Conference on Learning Representations (ICLR) , 2018

2018

Later among the works it cites.

“MIT racecar,” 2018. [Online]. Available: https://mit-racecar.github.io/

2018

Later among the works it cites.