Motion planning around obstacles with convex optimization

T Marcucci, M Petersen, D von Wrangel, R Tedrake - Science robotics, 2023 - science.org
From quadrotors delivering packages in urban areas to robot arms moving in confined
warehouses, motion planning around obstacles is a core challenge in modern robotics …

Fast path planning through large collections of safe boxes

T Marcucci, P Nobel, R Tedrake… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We present a fast algorithm for the design of smooth paths (or trajectories) that are
constrained to lie in a collection of axis-aligned boxes. We consider the case where the …

Approximating robot configuration spaces with few convex sets using clique covers of visibility graphs

P Werner, A Amice, T Marcucci, D Rus… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Many computations in robotics can be dramatically accelerated if the robot configuration
space is described as a collection of simple sets. For example, recently developed motion …

Fast iterative region inflation for computing large 2-d/3-d convex regions of obstacle-free space

Q Wang, Z Wang, M Wang, J Ji, Z Han, T Wu… - arxiv preprint arxiv …, 2024 - arxiv.org
Convex polytopes have compact representations and exhibit convexity, which makes them
suitable for abstracting obstacle-free spaces from various environments. Existing methods …

Certifying bimanual rrt motion plans in a second

A Amice, P Werner, R Tedrake - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
We present an efficient method for certifying non-collision for piecewise-polynomial motion
plans in algebraic reparametrizations of configuration space. Such motion plans include …

Collision-free trajectory optimization in cluttered environments using sums-of-squares programming

Y Li, C Zheng, K Chen, Y **e, X Tang… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
In this work, we propose a trajectory optimization approach for robot navigation in cluttered
3D environments. We represent the robot's geometry as a semialgebraic set defined by …

Geometry-Aware Safety-Critical Local Reactive Controller for Robot Navigation in Unknown and Cluttered Environments

Y Li, X Tang, K Chen, C Zheng, H Liu… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
This work proposes a safety-critical local reactive controller that enables the robot to
navigate in unknown and cluttered environments. In particular, the trajectory tracking task is …

Efficient Polynomial Sum-Of-Squares Programming for Planar Robotic Arms

D Keren, A Shahar, R Poranne - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Collision-avoiding motion planning for articulated robotic arms is one of the major
challenges in robotics. The difficulty of the problem arises from its high dimensionality and …

GCS*: Forward heuristic search on implicit graphs of convex sets

SYC Chia, RH Jiang, BP Graesdal… - arxiv preprint arxiv …, 2024 - arxiv.org
We consider large-scale, implicit-search-based solutions to Shortest Path Problems on
Graphs of Convex Sets (GCS). We propose GCS*, a forward heuristic search algorithm that …

Provably Feasible Semi-Infinite Program Under Collision Constraints via Subdivision

D Zhang, C Liang, X Gao, K Wu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We present a semi-infinite program (SIP) solver for trajectory optimizations of general
articulated robots. These problems are more challenging than standard nonlinear program …