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Dynamic locomotion in rough terrain requires accurate foot placement, collision avoidance, and planning of the underactuated dynamics of the system.
O. Mangasarian and S. Fromovitz, “The fritz john necessary optimality conditions in the presence of equality and inequality constraints,” Journal of Mathematical Analysis and Applications , vol. 17, no. 1, pp. 37 – 47, 1967
1967
Earlier work this paper cites.
D. H. Jacobson and D. Q. Mayne, Differential dynamic programming . Elsevier Publishing Company, 1970, no. 24
1970
Earlier work this paper cites.
H. Bock and K. Plitt, “A multiple shooting algorithm for direct solution of optimal control problems,” IFAC Proceedings Volumes , vol. 17, no. 2, pp. 1603 – 1608, 1984
1984
Earlier work this paper cites.
S. Suzuki and K. be, “Topological structural analysis of digitized binary images by border following,” Computer Vision, Graphics, and Image Processing , vol. 30, no. 1, pp. 32–46, 1985
1985
Earlier work this paper cites.
M. Raibert, Legged Robots That Balance . Cambridge, MA: MIT Press, 1986
1986
Earlier work this paper cites.
M. Herbert, C. Caillas, E. Krotkov, I. Kweon, and T. Kanade, “Terrain mapping for a roving planetary explorer,” in Proceedings, 1989 International Conference on Robotics and Automation , 1989, pp. 997–1002 vol.2
1989
Earlier work this paper cites.
R. Fletcher and S. Leyffer, “Nonlinear programming without a penalty function,” Mathematical programming , vol. 91, no. 2, pp. 239–269, 2002
2002
Earlier work this paper cites.
M. Diehl and H.G. Bock and J. P. Schlöder and R. Findeisen and Z. Nagy and F. Allgöwer, “Real-time optimization and nonlinear model predictive control of processes governed by differential-algebraic equations,” Journal of Process Control , vol. 12, no. 4, pp. 577 – 585, 2002
2002
Earlier work this paper cites.
M. Vukobratović and B. Borovac, “Zero-moment point — thirty five years of its life,” International Journal of Humanoid Robotics , vol. 1, no. 01, pp. 157–173, 2004
2004
Earlier work this paper cites.
P. E. Gill, W. Murray, and M. A. Saunders, “Snopt: An sqp algorithm for large-scale constrained optimization,” SIAM review , vol. 47, no. 1, pp. 99–131, 2005
2005
Earlier work this paper cites.
M. Diehl, H. Bock, and J. Schlöder, “A real-time iteration scheme for nonlinear optimization in optimal feedback control,” SIAM Journal on Control and Optimization , vol. 43, no. 5, pp. 1714–1736, 2005
2005
Earlier work this paper cites.
A. Wächter and L. T. Biegler, “On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming,” Mathematical programming , vol. 106, no. 1, pp. 25–57, 2006
2006
Earlier work this paper cites.
P.-B. Wieber, “Holonomy and nonholonomy in the dynamics of articulated motion,” in Fast motions in biomechanics and robotics . Springer, 2006, pp. 411–425
2006
Earlier work this paper cites.
J. Hauser and A. Saccon, “A barrier function method for the optimization of trajectory functionals with constraints,” in Proceedings of the 45th IEEE Conference on Decision and Control , 2006, pp. 864–869
2006
Earlier work this paper cites.
J. Nocedal and S. J. Wright, Numerical Optimization , 2nd ed. New York, NY, USA: Springer, 2006
2006
Earlier work this paper cites.
L. Sentis and O. Khatib, “A whole-body control framework for humanoids operating in human environments,” in Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006. , 2006, pp. 2641–2648
2006
Earlier work this paper cites.
R. Schnabel, R. Wahl, and R. Klein, “Efficient RANSAC for point-cloud shape detection,” Computer Graphics Forum , vol. 26, no. 2, pp. 214–226, 2007
2007
Earlier work this paper cites.
J. Z. Kolter, M. P. Rodgers, and A. Y. Ng, “A control architecture for quadruped locomotion over rough terrain,” in International Conference on Robotics and Automation (ICRA) . IEEE, 2008, pp. 811–818
2008
Earlier work this paper cites.
A. Chilian and H. Hirschmüller, “Stereo camera based navigation of mobile robots on rough terrain,” in 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems , 2009, pp. 4571–4576
2009
Earlier work this paper cites.
K. Wu, E. Otoo, and K. Suzuki, “Optimizing two-pass connected-component labeling algorithms,” Pattern Anal. Appl. , vol. 12, no. 2, p. 117–135, Feb. 2009
2009
Earlier work this paper cites.
M. Kalakrishnan, J. Buchli, P. Pastor, M. Mistry, and S. Schaal, “Fast, robust quadruped locomotion over challenging terrain,” in 2010 IEEE International Conference on Robotics and Automation , 2010, pp. 2665–2670
2010
Earlier work this paper cites.
A. Herdt, H. Diedam, P.-B. Wieber, D. Dimitrov, K. Mombaur, and M. Diehl, “Online walking motion generation with automatic footstep placement,” Advanced Robotics , vol. 24, no. 5-6, pp. 719–737, 2010
2010
Earlier work this paper cites.
B. Houska, H. J. Ferreau, and M. Diehl, “An auto-generated real-time iteration algorithm for nonlinear mpc in the microsecond range,” Automatica , vol. 47, no. 10, pp. 2279–2285, 2011
2011
Earlier work this paper cites.
I. Mordatch, E. Todorov, and Z. Popović, “Discovery of complex behaviors through contact-invariant optimization,” ACM Transactions on Graphics (TOG) , vol. 31, no. 4, p. 43, 2012
2012
Earlier work this paper cites.
Y. Tassa, T. Erez, and E. Todorov, “Synthesis and stabilization of complex behaviors through online trajectory optimization,” in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems . IEEE, 2012, pp. 4906–4913
2012
Earlier work this paper cites.
M. Zucker, N. Ratliff, A. D. Dragan, M. Pivtoraiko, M. Klingensmith, C. M. Dellin, J. A. Bagnell, and S. S. Srinivasa, “Chomp: Covariant hamiltonian optimization for motion planning,” The International Journal of Robotics Research , vol. 32, no. 9-10, pp. 1164–1193, 2013
2013
Earlier work this paper cites.
M. Bajracharya, J. Ma, M. Malchano, A. Perkins, A. A. Rizzi, and L. Matthies, “High fidelity day/night stereo mapping with vegetation and negative obstacle detection for vision-in-the-loop walking,” in 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems , 2013, pp. 3663–3670
2013
Earlier work this paper cites.
D. E. Orin, A. Goswami, and S.-H. Lee, “Centroidal dynamics of a humanoid robot,” Autonomous Robots , vol. 35, no. 2-3, pp. 161–176, 2013
2013
Earlier work this paper cites.
L. Saab, O. E. Ramos, F. Keith, N. Mansard, P. Souères, and J.-Y. Fourquet, “Dynamic whole-body motion generation under rigid contacts and other unilateral constraints,” IEEE Transactions on Robotics , vol. 29, no. 2, pp. 346–362, 2013
2013
Earlier work this paper cites.
H. Dai, A. Valenzuela, and R. Tedrake, “Whole-body motion planning with centroidal dynamics and full kinematics,” in International Conference on Humanoid Robots (Humanoids) . IEEE-RAS, Nov. 2014, pp. 295–302
2014
Earlier work this paper cites.
S. Bazeille, V. Barasuol, M. Focchi, I. Havoutis, M. Frigerio, J. Buchli, D. G. Caldwell, and C. Semini, “Quadruped robot trotting over irregular terrain assisted by stereo-vision,” Intelligent Service Robotics , vol. 7, no. 2, pp. 67–77, 2014
2014
Earlier work this paper cites.
M. Posa, C. Cantu, and R. Tedrake, “A direct method for trajectory optimization of rigid bodies through contact,” The International Journal of Robotics Research , vol. 33, no. 1, pp. 69–81, 2014
2014
Earlier work this paper cites.
R. Deits and R. Tedrake, “Footstep planning on uneven terrain with mixed-integer convex optimization,” in 2014 IEEE-RAS International Conference on Humanoid Robots , Nov. 2014, pp. 279–286
2014
Cited alongside, same era.
D. Q. Mayne, “Model predictive control: Recent developments and future promise,” Automatica , vol. 50, no. 12, pp. 2967 – 2986, 2014
2014
Cited alongside, same era.
A. D. Ames, J. W. Grizzle, and P. Tabuada, “Control barrier function based quadratic programs with application to adaptive cruise control,” in 53rd IEEE Conference on Decision and Control , 2014, pp. 6271–6278
2014
Cited alongside, same era.
C. Mastalli, I. Havoutis, A. W. Winkler, D. G. Caldwell, and C. Semini, “On-line and on-board planning and perception for quadrupedal locomotion,” in 2015 IEEE International Conference on Technologies for Practical Robot Applications (TePRA) , May 2015, pp. 1–7
2015
Cited alongside, same era.
M. Giftthaler, M. Neunert, M. Stäuble, J. Buchli, and M. Diehl, “A family of iterative gauss-newton shooting methods for nonlinear optimal control,” in 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2018, pp. 1–9
2018
Later among the works it cites.
G. Bledt, P. M. Wensing, S. Ingersoll, and S. Kim, “Contact model fusion for event-based locomotion in unstructured terrains,” in 2018 IEEE International Conference on Robotics and Automation (ICRA) , 2018, pp. 4399–4406
2018
Later among the works it cites.
R. J. Griffin, G. Wiedebach, S. McCrory, S. Bertrand, I. Lee, and J. Pratt, “Footstep planning for autonomous walking over rough terrain,” in International Conference on Humanoid Robots (Humanoids) . IEEE-RAS, 2019, pp. 9–16
2019
Later among the works it cites.
O. A. V. Magana, V. Barasuol, M. Camurri, L. Franceschi, M. Focchi, M. Pontil, D. G. Caldwell, and C. Semini, “Fast and continuous foothold adaptation for dynamic locomotion through cnns,” IEEE Robotics and Automation Letters , vol. 4, no. 2, pp. 2140–2147, 2019
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R. Deits and R. Tedrake, Computing Large Convex Regions of Obstacle-Free Space Through Semidefinite Programming . Cham: Springer International Publishing, 2015, pp. 109–124
2015
Cited alongside, same era.
D. Belter, P. Labecki, and P. Skrzypczynski, “Adaptive motion planning for autonomous rough terrain traversal with a walking robot,” Journal of Field Robotics , vol. 33, no. 3, pp. 337–370, 2016
2016
Cited alongside, same era.
M. Hutter, C. Gehring, D. Jud, A. Lauber, C. D. Bellicoso, V. Tsounis, J. Hwangbo, K. Bodie, P. Fankhauser, M. Bloesch, R. Diethelm, S. Bachmann, A. Melzer, and M. Hoepflinger, “ANYmal - a highly mobile and dynamic quadrupedal robot,” in 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2016, pp. 38–44
2016
Cited alongside, same era.
M. Wermelinger, P. Fankhauser, R. Diethelm, P. Krüsi, R. Siegwart, and M. Hutter, “Navigation planning for legged robots in challenging terrain,” in 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , Oct. 2016, pp. 1184–1189
2016
Cited alongside, same era.
A. Herzog, S. Schaal, and L. Righetti, “Structured contact force optimization for kino-dynamic motion generation,” in International Conference on Intelligent Robots and Systems (IROS) . IEEE/RSJ, Oct. 2016, pp. 2703–2710
2016
Cited alongside, same era.
P. Fankhauser and M. Hutter, “A Universal Grid Map Library: Implementation and Use Case for Rough Terrain Navigation,” in Robot Operating System (ROS) – The Complete Reference (Volume 1) , A. Koubaa, Ed. Springer, 2016, ch. 5
2016
Cited alongside, same era.
R. Verschueren, N. van Duijkeren, R. Quirynen, and M. Diehl, “Exploiting convexity in direct optimal control: a sequential convex quadratic programming method,” in 2016 IEEE 55th Conference on Decision and Control (CDC) . IEEE, 2016, pp. 1099–1104
2016
Cited alongside, same era.
C. Dario Bellicoso, C. Gehring, J. Hwangbo, P. Fankhauser, and M. Hutter, “Perception-less terrain adaptation through whole body control and hierarchical optimization,” in 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids) . IEEE-RAS, Nov. 2016, pp. 558–564
2016
Cited alongside, same era.
2019
Later among the works it cites.
T. Seyde, J. Carius, R. Grandia, F. Farshidian, and M. Hutter, “Locomotion planning through a hybrid bayesian trajectory optimization,” in 2019 IEEE International Conference on Robotics and Automation (ICRA) , 2019
2019
Later among the works it cites.
T. A. Howell, B. E. Jackson, and Z. Manchester, “ALTRO: A fast solver for constrained trajectory optimization,” in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2019, pp. 7674–7679
2019
Later among the works it cites.
R. Grandia, F. Farshidian, A. Dosovitskiy, R. Ranftl, and M. Hutter, “Frequency-aware model predictive control,” IEEE Robotics and Automation Letters , vol. 4, no. 2, pp. 1517–1524, 2019
2019
Later among the works it cites.
R. Grandia, F. Farshidian, R. Ranftl, and M. Hutter, “Feedback MPC for torque-controlled legged robots,” in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . IEEE/RSJ, 2019, pp. 4730–4737
2019
Later among the works it cites.
A. Bouman, M. F. Ginting, N. Alatur, M. Palieri, D. D. Fan, T. Touma, T. Pailevanian, S.-K. Kim, K. Otsu, J. Burdick et al. , “Autonomous spot: Long-range autonomous exploration of extreme environments with legged locomotion,” in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) . IEEE, 2020, pp. 2518–2525
2020
Later among the works it cites.
C. Mastalli, I. Havoutis, M. Focchi, D. G. Caldwell, and C. Semini, “Motion planning for quadrupedal locomotion: Coupled planning, terrain mapping, and whole-body control,” IEEE Transactions on Robotics , vol. 36, no. 6, pp. 1635–1648, 2020
2020
Later among the works it cites.
J. Lee, J. Hwangbo, L. Wellhausen, V. Koltun, and M. Hutter, “Learning quadrupedal locomotion over challenging terrain,” Science Robotics , vol. 5, no. 47, p. eabc5986, 2020
2020
Later among the works it cites.
F. Jenelten, T. Miki, A. E. Vijayan, M. Bjelonic, and M. Hutter, “Perceptive locomotion in rough terrain–online foothold optimization,” IEEE Robotics and Automation Letters , vol. 5, no. 4, pp. 5370–5376, 2020
2020
Later among the works it cites.
D. Kim, D. Carballo, J. Di Carlo, B. Katz, G. Bledt, B. Lim, and S. Kim, “Vision aided dynamic exploration of unstructured terrain with a small-scale quadruped robot,” in International Conference on Robotics and Automation (ICRA) . IEEE, 2020, pp. 2464–2470
2020
Later among the works it cites.
O. Villarreal, V. Barasuol, P. M. Wensing, D. G. Caldwell, and C. Semini, “MPC-based controller with terrain insight for dynamic legged locomotion,” in International Conference on Robotics and Automation (ICRA) . IEEE, 2020, pp. 2436–2442
2020
Later among the works it cites.
O. Melon, M. Geisert, D. Surovik, I. Havoutis, and M. Fallon, “Reliable trajectories for dynamic quadrupeds using analytical costs and learned initializations,” in International Conference on Robotics and Automation (ICRA) , 2020
2020
Later among the works it cites.
S. Bertrand, I. Lee, B. Mishra, D. Calvert, J. Pratt, and R. Griffin, “Detecting usable planar regions for legged robot locomotion,” in 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2020, pp. 4736–4742
2020
Later among the works it cites.
C. Mastalli, R. Budhiraja, W. Merkt, G. Saurel, B. Hammoud, M. Naveau, J. Carpentier, L. Righetti, S. Vijayakumar, and N. Mansard, “Crocoddyl: An efficient and versatile framework for multi-contact optimal control,” in 2020 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2020, pp. 2536–2542
2020
Later among the works it cites.
G. Frison and M. Diehl, “Hpipm: a high-performance quadratic programming framework for model predictive control,” IFAC-PapersOnLine , vol. 53, no. 2, pp. 6563–6569, 2020, 21st IFAC World Congress
2020
Later among the works it cites.
J. Pankert and M. Hutter, “Perceptive model predictive control for continuous mobile manipulation,” IEEE Robotics and Automation Letters , vol. 5, no. 4, pp. 6177–6184, 2020
2020
Later among the works it cites.
T. S. Lembono, C. Mastalli, P. Fernbach, N. Mansard, and S. Calinon, “Learning how to walk: Warm-starting optimal control solver with memory of motion,” in 2020 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2020, pp. 1357–1363
2020
Later among the works it cites.
M. Tranzatto, F. Mascarich, L. Bernreiter, C. Godinho, M. Camurri, S. M. K. Khattak, T. Dang, V. Reijgwart, J. Loeje, D. Wisth, S. Zimmermann, H. Nguyen, M. Fehr, L. Solanka, R. Buchanan, M. Bjelonic, N. Khedekar, M. Valceschini, F. Jenelten, M. Dharmadhikari, T. Homberger, P. De Petris, L. Wellhausen, M. Kulkarni, T. Miki, S. Hirsch, M. Montenegro, C. Papachristos, F. Tresoldi, J. Carius, G. Valsecchi, J. Lee, K. Meyer, X. Wu, J. Nieto, A. Smith, M. Hutter, R. Siegwart, M. Mueller, M. Fallon, and K. Alexis, “CERBERUS: Autonomous legged and aerial robotic exploration in the tunnel and urban circuits of the darpa subterranean challenge,” Field Robotics , 2021
2021
Later among the works it cites.
J. Siekmann, K. Green, J. Warila, A. Fern, and J. Hurst, “Blind Bipedal Stair Traversal via Sim-to-Real Reinforcement Learning,” in Proceedings of Robotics: Science and Systems , Virtual, Jul. 2021
2021
Later among the works it cites.
W. Yu, D. Jain, A. Escontrela, A. Iscen, P. Xu, E. Coumans, S. Ha, J. Tan, and T. Zhang, “Visual-locomotion: Learning to walk on complex terrains with vision,” in 5th Annual Conference on Robot Learning , 2021
2021
Later among the works it cites.
J.-P. Sleiman, F. Farshidian, M. V. Minniti, and M. Hutter, “A unified mpc framework for whole-body dynamic locomotion and manipulation,” IEEE Robotics and Automation Letters , vol. 6, no. 3, pp. 4688–4695, 2021
2021
Later among the works it cites.
F. Jenelten, R. Grandia, F. Farshidian, and M. Hutter, “TAMOLS: Terrain-aware motion optimization for legged systems,” IEEE Transactions on Robotics , 2021
2021
Later among the works it cites.
R. Grandia, A. J. Taylor, A. D. Ames, and M. Hutter, “Multi-layered safety for legged robots via control barrier functions and model predictive control,” in 2021 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2021, pp. 8352–8358
2021
Later among the works it cites.
O. Melon, R. Orsolino, D. Surovik, M. Geisert, I. Havoutis, and M. Fallon, “Receding-horizon perceptive trajectory optimization for dynamic legged locomotion with learned initialization,” in 2021 IEEE International Conference on Robotics and Automation (ICRA) . IEEE, 2021, pp. 9805–9811
2021
Later among the works it cites.
T. Miki, J. Lee, J. Hwangbo, L. Wellhausen, V. Koltun, and M. Hutter, “Learning robust perceptive locomotion for quadrupedal robots in the wild,” Science Robotics , vol. 7, no. 62, p. eabk2822, 2022
2022
Closest in time.
S. Gangapurwala, M. Geisert, R. Orsolino, M. Fallon, and I. Havoutis, “RLOC: Terrain-aware legged locomotion using reinforcement learning and optimal control,” IEEE Transactions on Robotics , 2022
2022
Closest in time.
M. Bjelonic, R. Grandia, M. Geilinger, O. Harley, V. S. Medeiros, V. Pajovic, E. Jelavic, S. Coros, and M. Hutter, “Offline motion libraries and online mpc for advanced mobility skills,” The International Journal of Robotics Research , 2022
2022
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T. Miki, L. Wellhausen, R. Grandia, F. Jenelten, T. Homberger, and M. Hutter, “Elevation mapping for locomotion and navigation using gpu,” IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2022
2022
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D. Hoeller, N. Rudin, C. Choy, A. Anandkumar, and M. Hutter, “Neural scene representation for locomotion on structured terrain,” IEEE Robotics and Automation Letters , 2022
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