Aligning cyber space with physical world: A comprehensive survey on embodied ai
Embodied Artificial Intelligence (Embodied AI) is crucial for achieving Artificial General
Intelligence (AGI) and serves as a foundation for various applications that bridge cyberspace …
Intelligence (AGI) and serves as a foundation for various applications that bridge cyberspace …
Robot parkour learning
Parkour is a grand challenge for legged locomotion that requires robots to overcome various
obstacles rapidly in complex environments. Existing methods can generate either diverse …
obstacles rapidly in complex environments. Existing methods can generate either diverse …
Visual whole-body control for legged loco-manipulation
We study the problem of mobile manipulation using legged robots equipped with an arm,
namely legged loco-manipulation. The robot legs, while usually utilized for mobility, offer an …
namely legged loco-manipulation. The robot legs, while usually utilized for mobility, offer an …
Cajun: Continuous adaptive jumping using a learned centroidal controller
We present CAJun, a novel hierarchical learning and control framework that enables legged
robots to jump continuously with adaptive jumping distances. CAJun consists of a high-level …
robots to jump continuously with adaptive jumping distances. CAJun consists of a high-level …
[HTML][HTML] Robust quadruped jumping via deep reinforcement learning
In this paper, we consider a general task of jumping varying distances and heights for a
quadrupedal robot in noisy environments, such as off of uneven terrain and with variable …
quadrupedal robot in noisy environments, such as off of uneven terrain and with variable …
Robust and versatile bipedal jumping control through reinforcement learning
This work aims to push the limits of agility for bipedal robots by enabling a torque-controlled
bipedal robot to perform robust and versatile dynamic jumps in the real world. We present a …
bipedal robot to perform robust and versatile dynamic jumps in the real world. We present a …
Generalized animal imitator: Agile locomotion with versatile motion prior
The agility of animals, particularly in complex activities such as running, turning, jumping,
and backflipping, stands as an exemplar for robotic system design. Transferring this suite of …
and backflipping, stands as an exemplar for robotic system design. Transferring this suite of …
Slomo: A general system for legged robot motion imitation from casual videos
We present SLoMo: a first-of-its-kind framework for transferring skilled motions from casually
captured “in-the-wild” video footage of humans and animals to legged robots. SLoMo works …
captured “in-the-wild” video footage of humans and animals to legged robots. SLoMo works …
Robust jumping with an articulated soft quadruped via trajectory optimization and iterative learning
J Ding, MA van Löben Sels, F Angelini… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Quadrupeds deployed in real-world scenarios need to be robust to unmodelled dynamic
effects. In this work, we aim to increase the robustness of quadrupedal periodic forward …
effects. In this work, we aim to increase the robustness of quadrupedal periodic forward …
Two-stage learning of highly dynamic motions with rigid and articulated soft quadrupeds
Controlled execution of dynamic motions in quadrupedal robots, especially those with
articulated soft bodies, presents a unique set of challenges that traditional methods struggle …
articulated soft bodies, presents a unique set of challenges that traditional methods struggle …