Optimization-based control for dynamic legged robots

PM Wensing, M Posa, Y Hu, A Escande… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In a world designed for legs, quadrupeds, bipeds, and humanoids have the opportunity to
impact emerging robotics applications from logistics, to agriculture, to home assistance. The …

Algorithms and systems for manipulating multiple objects

Z Pan, A Zeng, Y Li, J Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Robot manipulation of multiple objects is an important topic for applications including
warehouse automation, service robots performing cleaning, and large-scale object sorting …

Contactnets: Learning discontinuous contact dynamics with smooth, implicit representations

S Pfrommer, M Halm, M Posa - Conference on Robot …, 2021 - proceedings.mlr.press
Common methods for learning robot dynamics assume motion is continuous, causing
unrealistic model predictions for systems undergoing discontinuous impact and stiction …

Real-time multi-contact model predictive control via admm

A Aydinoglu, M Posa - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
We propose a hybrid model predictive control algorithm, consensus complementarity control
(C3), for systems that make and break contact with their environment. Many state-of-the-art …

Validating robotics simulators on real-world impacts

B Acosta, W Yang, M Posa - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
A realistic simulation environment is an essential tool in every roboticist's toolkit, with uses
ranging from planning and control to training policies with reinforcement learning. Despite …

Stabilization of complementarity systems via contact-aware controllers

A Aydinoglu, P Sieg, VM Preciado… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We propose a control framework, which can utilize tactile information by exploiting the
complementarity structure of contact dynamics. Since many robotic tasks, like manipulation …

Impact invariant control with applications to bipedal locomotion

W Yang, M Posa - 2021 IEEE/RSJ International Conference on …, 2021 - ieeexplore.ieee.org
When legged robots impact their environment, they undergo large changes in their velocities
in a small amount of time. Measuring and applying feedback to these velocities is …

On inverse inertia matrix and contact-force model for robotic manipulators at normal impacts

Y Wang, N Dehio, A Kheddar - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
State-of-the-art impact dynamics models either apply for free-flying objects or do not account
that a robotic manipulator is commonly high-stiffness controlled. Thus, we lack tailor-made …

Contact-aware controller design for complementarity systems

A Aydinoglu, VM Preciado… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
While many robotic tasks, like manipulation and locomotion, are fundamentally based in
making and breaking contact with the environment, state-of-the-art control policies struggle …

Fundamental challenges in deep learning for stiff contact dynamics

M Parmar, M Halm, M Posa - 2021 IEEE/RSJ International …, 2021 - ieeexplore.ieee.org
Frictional contact has been extensively studied as the core underlying behavior of legged
locomotion and manipulation, and its nearly-discontinuous nature makes planning and …