Optimization-based control for dynamic legged robots
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 …
impact emerging robotics applications from logistics, to agriculture, to home assistance. The …
Algorithms and systems for manipulating multiple objects
Robot manipulation of multiple objects is an important topic for applications including
warehouse automation, service robots performing cleaning, and large-scale object sorting …
warehouse automation, service robots performing cleaning, and large-scale object sorting …
Contactnets: Learning discontinuous contact dynamics with smooth, implicit representations
Common methods for learning robot dynamics assume motion is continuous, causing
unrealistic model predictions for systems undergoing discontinuous impact and stiction …
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 …
(C3), for systems that make and break contact with their environment. Many state-of-the-art …
Validating robotics simulators on real-world impacts
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 …
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 …
complementarity structure of contact dynamics. Since many robotic tasks, like manipulation …
Impact invariant control with applications to bipedal locomotion
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 …
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
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 …
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 …
making and breaking contact with the environment, state-of-the-art control policies struggle …
Fundamental challenges in deep learning for stiff contact dynamics
Frictional contact has been extensively studied as the core underlying behavior of legged
locomotion and manipulation, and its nearly-discontinuous nature makes planning and …
locomotion and manipulation, and its nearly-discontinuous nature makes planning and …