Advancements in humanoid robots: A comprehensive review and future prospects

Y Tong, H Liu, Z Zhang - IEEE/CAA Journal of Automatica …, 2024 - ieeexplore.ieee.org
This paper provides a comprehensive review of the current status, advancements, and future
prospects of humanoid robots, highlighting their significance in driving the evolution of next …

Blind bipedal stair traversal via sim-to-real reinforcement learning

J Siekmann, K Green, J Warila, A Fern… - ar** over obstacles with MIT Cheetah 2
HW Park, PM Wensing, S Kim - Robotics and Autonomous Systems, 2021 - Elsevier
This paper presents a planning framework for jum** over obstacles with quadruped
robots. The framework accomplishes planning via a structured predictive control strategy …

Combining trajectory optimization, supervised machine learning, and model structure for mitigating the curse of dimensionality in the control of bipedal robots

X Da, J Grizzle - The International Journal of Robotics …, 2019 - journals.sagepub.com
To overcome the obstructions imposed by high-dimensional bipedal models, we embed a
stable walking motion in an attractive low-dimensional surface of the system's state space …