1 citations · 2 across the 9 of their papers we have counts for
10 papers
Verification and Validation of a Vision-Based Landing System for Autonomous VTOL Air Taxis
Ayoosh Bansal, Duo Wang, Mikael Yeghiazaryan +9
Autonomous air taxis are poised to revolutionize urban mass transportation, however, ensuring their safety and reliability remains an open challenge. Validating autonomy solutions…
CROPS: A Deployable Crop Management System Over All Possible State Availabilities
Jing Wu, Zhixin Lai, Shengjie Liu +6
Exploring the optimal management strategy for nitrogen and irrigation has a significant impact on crop yield, economic profit, and the environment. To tackle this optimization chal…
Resilient Estimator-based Control Barrier Functions for Dynamical Systems with Disturbances and Noise
Chuyuan Tao, Wenbin Wan, Junjie Gao +3
Control Barrier Function (CBF) is an emerging method that guarantees safety in path planning problems by generating a control command to ensure the forward invariance of a safety s…
An Optimization-Based Planner with B-spline Parameterized Continuous-Time Reference Signals
Chuyuan Tao, Sheng Cheng, Yang Zhao +2
For the cascaded planning and control modules implemented for robot navigation, the frequency gap between the planner and controller has received limited attention. In this study,…
RRT Guided Model Predictive Path Integral Method
Chuyuan Tao, Hunmin Kim, Naira Hovakimyan
This work presents an optimal sampling-based method to solve the real-time motion planning problem in static and dynamic environments, exploiting the Rapid-exploring Random Trees (…
Path Integral Methods with Stochastic Control Barrier Functions
Chuyuan Tao, Hyung-Jin Yoon, Hunmin Kim +2
Safe control designs for robotic systems remain challenging because of the difficulties of explicitly solving optimal control with nonlinear dynamics perturbed by stochastic noise.…
Sampling Complexity of Path Integral Methods for Trajectory Optimization
Hyung-Jin Yoon, Chuyuan Tao, Hunmin Kim +2
The use of random sampling in decision-making and control has become popular with the ease of access to graphic processing units that can generate and calculate multiple random tra…
Control Barrier Function Augmentation in Sampling-based Control Algorithm for Sample Efficiency
Chuyuan Tao, Hunmin Kim, Hyungjin Yoon +2
For a nonlinear stochastic path planning problem, sampling-based algorithms generate thousands of random sample trajectories to find the optimal path while guaranteeing safety by L…
Generalization of Safe Optimal Control Actions on Networked Multi-Agent Systems
Lin Song, Neng Wan, Aditya Gahlawat +3
We propose a unified framework to fast generate a safe optimal control action for a new task from existing controllers on Multi-Agent Systems (MASs). The control action composition…
Adaptive Robust Quadratic Programs using Control Lyapunov and Barrier Functions
Pan Zhao, Yanbing Mao, Chuyuan Tao +2
This paper presents adaptive robust quadratic program (QP) based control using control Lyapunov and barrier functions for nonlinear systems subject to time-varying and state-depend…