SISL April 2018

Mykel Kochenderfer
Decision making under uncertainty
Katherine Driggs-Campbell
Postdoctoral Scholar
Human-centered modeling, decision-making, and control (SAIC)
Changliu Liu
Postdoctoral Scholar

Human robot interaction and traffic modeling (CARS)

Zach Sunberg
Ph.D. Candidate
Driver safety systems (Toyota)
Louis Dressel
Ph.D. Candidate
GPS jammer hunter using drones (NSF)
Rachael Tompa
Ph.D. Candidate
Dynamic air traffic rerouting during commercial space launches (FAA)
Jeremy Morton
Ph.D. Candidate
Recurrent neural networks for driving models (Ford/NSF)
Kyle Julian
Ph.D. Candidate
Aircraft collision avoidance (FAA/NASA/Intel)
Maxime Bouton
Ph.D. Candidate
Monte Carlo tree search and driving (Honda)
Ritchie Lee
Ph.D. Candidate (CMU)
Adaptive stress testing (NASA)
Andrea Zanette
Ph.D. Candidate
Bayesian level set estimation
Edward Balaban
Ph.D. Candidate

Health-aware decision making (NASA)

Jayesh Gupta
Graduate Student
Policy gradient methods (Army)
Patrick Slade
Ph.D. Candidate
Bayesian reinforcement learning (NSF/Toyota)
Chelsea Sidrane
Ph.D. Candidate
Disaster response optimization
Kunal Menda
Ph.D. Candidate
Event-driven reinforcement learning (NASA / SAIC)
Kyle Brown
Ph.D. Candidate
Automated racing (NSF)
Masha Itkina
Ph.D. Candidate
Probabilistic perception models for automated driving (Ford)
Xiaobai Ma
Ph.D. Candidate
Automated driving simulation and control (SAIC)
Shushman Choudhury
Ph.D. Candidate

Dynamic multimodal path planning (Ford)

Jean-Raymond Kono
Ph.D. Candidate

Deep reinforcement learning for adaptive illumination

Raunak Bhattacharyya
Ph.D. Candidate

Automotive driving models (Toyota)

Mark Koren
Graduate Student

Adaptive stress testing of automated vehicles

John Mern
Graduate Student
Hierarchical reinforcement learning (Army)
Chris Lazarus
Graduate Student

Formal methods for validating deep neural networks

Shantanu Thakoor
Graduate Student

Formal methods for deep neural networks (FAA)

Michael Kelly
Graduate Student

Automated driving (SAIC)

Nate Gruver
Graduate Student

Airspace modeling using imitation learning (Lincoln)

Derek Phillips
Graduate Student

Real time driving risk analysis (Allstate)

Soyeon Jung
Graduate Student

Terminal airspace modeling (LL)

Sheng Li
Graduate Student

Aircraft collision avoidance in ultra-dense airspace (Airbus)

Amelia Hardy

Neural network validation

Carl-Johan Hoel
Visiting Student Researcher

Online belief state planning for automated vehicles

Markus Schratter
Visiting Graduate Student (TU Graz)

Decision making for autonomous vehicles

Bohan Wu
Visiting Graduate Student (Columbia)

Deep reinforcement learning

Samantha Kim

Autonomous vehicles