28 citations · 36 across the 4 of their papers we have counts for
4 papers
Optimal Control for Structurally Sparse Systems using Graphical Inference
Roshan Pradhan, Shuo Yang, Frank Dellaert +2
Dynamical systems with a distributed yet interconnected structure, like multi-rigid-body robots or large-scale multi-agent systems, introduce valuable sparsity into the system dyna…
Equality Constrained Linear Optimal Control With Factor Graphs
Shuo Yang, Gerry Chen, Yetong Zhang +2
This paper presents a novel factor graph-based approach to solve the discrete-time finite-horizon Linear Quadratic Regulator problem subject to auxiliary linear equality constraint…
State Estimation for Legged Robots Using Contact-Centric Leg Odometry
Shuo Yang, Hans Kumar, Zhaoyuan Gu +3
Our goal is to send legged robots into challenging, unstructured terrains that wheeled systems cannot traverse. Moreover, precise estimation of the robot's position and orientation…
Design and Implementation of a Three-Link Brachiation Robot with Optimal Control Based Trajectory Tracking Controller
Shuo Yang, Zhaoyuan Gu, Ruohai Ge +3
This paper reports the design and implementation of a three-link brachiation robot. The robot is able to travel along horizontal monkey bars using continuous arm swings. We build a…