GoKawiilWensing, P. M. et al. Proprioceptive actuator design in the MIT cheetah: impact mitigation and high-bandwidth physical interaction for dynamic legged robots. IEEE Trans. Rob. 33, 509–522 (2017).
Grimminger, F. et al. An open torque-controlled modular robot architecture for legged locomotion research. IEEE Robot. Autom. Lett. 5, 3650–3657 (2020).
Chignoli, M., Kim, D., Stanger-Jones, E. & Kim, S. The MIT humanoid robot: design, motion planning, and control for acrobatic behaviors. In Proc. 2020 IEEE-RAS 20th International Conference on Humanoid Robots (Humanoids) 1–8 (IEEE, 2021).
Semasinghe, C., Taylor, D. & Rezazadeh, S. The design and manufacturing of Mithra: a humanoid robot with anthropomorphic attributes and high-performance actuators. Robotics 14, 28 (2025).
Khazoom, C., Hong, S., Chignoli, M., Stanger-Jones, E. & Kim, S. Tailoring solution accuracy for fast whole-body model predictive control of legged robots. IEEE Robot. Autom. Lett. 9, 11074–11081 (2024).
Zhang, J. Z. et al. Whole-body model-predictive control of legged robots with MuJoCo. Preprint at arxiv.org/abs/2503.04613 (2025).
Belvedere, T., Scianca, N., Lanari, L. & Oriolo, G. Joint-level IS-MPC: a whole-body MPC with centroidal feasibility for humanoid locomotion. In Proc. 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 11240–11247 (IEEE, 2024).
Ishihara, K., Gomi, H. & Morimoto, J. Hierarchical learning framework for whole-body model predictive control of a real humanoid robot. Preprint at arxiv.org/abs/2409.08488 (2024).
Porto, V. G. B. d. A., Melo, D. C., Maximo, M. R. O. A. & Afonso, R. J. M. Imitation learning of a model predictive controller for real-time humanoid robot walking. Eng. Appl. Artif. Intell. 143, 109919 (2025).
Radosavovic, I. et al. Real-world humanoid locomotion with reinforcement learning. Sci. Robot. 9, eadi9579 (2024).
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