2 citations · 4 across the 9 of their papers we have counts for
4 papers · 1 filter
Risk-aware MPPI for Stochastic Hybrid Systems
Hardik Parwana, Mitchell Black, Bardh Hoxha +4
Path Planning for stochastic hybrid systems presents a unique challenge of predicting distributions of future states subject to a state-dependent dynamics switching function. In th…
Model Predictive Path Integral Methods with Reach-Avoid Tasks and Control Barrier Functions
Hardik Parwana, Mitchell Black, Georgios Fainekos +3
The rapid advancement of robotics necessitates robust tools for developing and testing safe control architectures in dynamic and uncertain environments. Ensuring safety and reliabi…
CBFKIT: A Control Barrier Function Toolbox for Robotics Applications
Mitchell Black, Georgios Fainekos, Bardh Hoxha +2
This paper introduces CBFKit, a Python/ROS toolbox for safe robotics planning and control under uncertainty. The toolbox provides a general framework for designing control barrier…
Risk-Aware Fixed-Time Stabilization of Stochastic Systems under Measurement Uncertainty
Mitchell Black, Georgios Fainekos, Bardh Hoxha +1
This paper addresses the problem of risk-aware fixed-time stabilization of a class of uncertain, output-feedback nonlinear systems modeled via stochastic differential equations. Fi…