42 citations · 74 across the 9 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.MA2016★ 4 cited
Robust Sequential Path Planning Under Disturbances and Adversarial Intruder
Mo Chen, Somil Bansal, Jaime F. Fisac +1
Provably safe and scalable multi-vehicle path planning is an important and urgent problem due to the expected increase of automation in civilian airspace in the near future. Althou…
cs.LG2016★ 20 cited
Using Neural Networks to Compute Approximate and Guaranteed Feasible Hamilton-Jacobi-Bellman PDE Solutions
Frank Jiang, Glen Chou, Mo Chen +1
To sidestep the curse of dimensionality when computing solutions to Hamilton-Jacobi-Bellman partial differential equations (HJB PDE), we propose an algorithm that leverages a neura…
math.OC2016★ 6 cited
Exact and Efficient Hamilton-Jacobi-based Guaranteed Safety Analysis via System Decomposition
Mo Chen, Sylvia Herbert, Claire J. Tomlin
Hamilton-Jacobi (HJ) reachability is a method that provides rigorous analyses of the safety properties of dynamical systems. This method has been successfully applied to many low-d…