1 code implementation • 31 Oct 2023 • Kyle Brown, Dylan M. Asmar, Mac Schwager, Mykel J. Kochenderfer
Mobile autonomous robots have the potential to revolutionize manufacturing processes.
1 code implementation • 16 Jun 2020 • Kyle Brown, Oriana Peltzer, Martin A. Sehr, Mac Schwager, Mykel J. Kochenderfer
We study the problem of sequential task assignment and collision-free routing for large teams of robots in applications with inter-task precedence constraints (e. g., task $A$ and task $B$ must both be completed before task $C$ may begin).
no code implementations • 15 Jun 2020 • Kyle Brown, Katherine Driggs-Campbell, Mykel J. Kochenderfer
We present a review and taxonomy of 200 models from the literature on driver behavior modeling.
no code implementations • 6 May 2020 • Raunak Bhattacharyya, Ransalu Senanayake, Kyle Brown, Mykel Kochenderfer
In this article, we show that online parameter estimation applied to the Intelligent Driver Model captures nuanced individual driving behavior while providing collision free trajectories.
no code implementations • 18 Dec 2018 • Mihir Jain, Kyle Brown, Ahmed K. Sadek
Predicting the behavior of surrounding vehicles is a critical problem in automated driving.
no code implementations • 26 Nov 2018 • Kyle Brown, Derek Doran, Ryan Kramer, Brad Reynolds
Strong regulations in the financial industry mean that any decisions based on machine learning need to be explained.
no code implementations • 15 Dec 2017 • Kyle Brown, Derek Doran
Web traffic generation is a classic research problem, no generator accounts for the characteristics of web robots or crawlers that are now the dominant source of traffic to a web server.