1 citations · 2 across the 8 of their papers we have counts for
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Non Holonomic Collision Avoidance of Dynamic Obstacles under Non-Parametric Uncertainty: A Hilbert Space Approach
Unni Krishnan R Nair, Anish Gupta, D. A. Sasi Kiran +4
We consider the problem of an agent/robot with non-holonomic kinematics avoiding many dynamic obstacles. State and velocity noise of both the robot and obstacles as well as the rob…
GPU Accelerated Batch Multi-Convex Trajectory Optimization for a Rectangular Holonomic Mobile Robot
Fatemeh Rastgar, Houman Masnavi, Karl Kruusamäe +2
We present a batch trajectory optimizer that can simultaneously solve hundreds of different instances of the problem in real-time. We consider holonomic robots but relax the assump…
Embedded Hardware Appropriate Fast 3D Trajectory Optimization for Fixed Wing Aerial Vehicles by Leveraging Hidden Convex Structures
Vivek Kantilal Adajania, Houman Masnavi, Fatemeh Rastgar +2
Most commercially available fixed-wing aerial vehicles (FWV) can carry only small, lightweight computing hardware such as Jetson TX2 onboard. Solving non-linear trajectory optimiza…
GPU Accelerated Convex Approximations for Fast Multi-Agent Trajectory Optimization
Fatemeh Rastgar, Houman Masnavi, Jatan Shrestha +3
In this paper, we present a computationally efficient trajectory optimizer that can exploit GPUs to jointly compute trajectories of tens of agents in under a second. At the heart o…
Fast Adaptation of Manipulator Trajectories to Task Perturbation By Differentiating through the Optimal Solution
Shashank Srikanth, Mithun Babu, Houman Masnavi +3
Joint space trajectory optimization under end-effector task constraints leads to a challenging non-convex problem. Thus, a real-time adaptation of prior computed trajectories to pe…
Inducing Multi-Convexity in Path Constrained Trajectory Optimization for Mobile Manipulators
Arun Kumar Singh, Andrei Ahonen, Reza Ghabcheloo +1
In this paper, we propose a novel trajectory optimization algorithm for mobile manipulators under end-effector path, collision avoidance and various kinematic constraints. Our key…