45 citations · 68 across the 27 of their papers we have counts for
4 papers · 1 filter
Density Steering of Gaussian Mixture Models for Discrete-Time Linear Systems
Isin M. Balci, Efstathios Bakolas
In this paper, we study the finite-horizon optimal density steering problem for discrete-time stochastic linear dynamical systems. Specifically, we focus on steering probability de…
Neural Differentiable Integral Control Barrier Functions for Unknown Nonlinear Systems with Input Constraints
Vrushabh Zinage, Rohan Chandra, Efstathios Bakolas
In this paper, we propose a deep learning based control synthesis framework for fast and online computation of controllers that guarantees the safety of general nonlinear control s…
Disturbance Observer-based Robust Integral Control Barrier Functions for Nonlinear Systems with High Relative Degree
Vrushabh Zinage, Rohan Chandra, Efstathios Bakolas
In this paper, we consider the problem of safe control synthesis of general controlled nonlinear systems in the presence of bounded additive disturbances. Towards this aim, we firs…
Deadlock-free, Safe, and Decentralized Multi-Robot Navigation in Social Mini-Games via Discrete-Time Control Barrier Functions
Rohan Chandra, Vrushabh Zinage, Efstathios Bakolas +2
We present an approach to ensure safe and deadlock-free navigation for decentralized multi-robot systems operating in constrained environments, including doorways and intersections…