Modeling cyber-physical human systems via an interplay between reinforcement learning and game theory

BM Albaba, Y Yildiz - Annual Reviews in Control, 2019 - Elsevier
Predicting the outcomes of cyber-physical systems with multiple human interactions is a
challenging problem. This article reviews a game theoretical approach to address this issue …

Unmanned aircraft systems airspace integration: A game theoretical framework for concept evaluations

N Musavi, D Onural, K Gunes, Y Yildiz - Journal of Guidance, Control …, 2017 - arc.aiaa.org
The focus of this paper is to present a game theoretical modeling framework for the
integration of unmanned aircraft systems into the National Airspace System. The problem of …

A formally verified hybrid system for the next-generation airborne collision avoidance system

JB Jeannin, K Ghorbal, Y Kouskoulas… - … 2015, Held as Part of the …, 2015 - Springer
Abstract The Next-Generation Airborne Collision Avoidance System (ACAS X) is intended to
be installed on all large aircraft to give advice to pilots and prevent mid-air collisions with …

A formally verified hybrid system for safe advisories in the next-generation airborne collision avoidance system

JB Jeannin, K Ghorbal, Y Kouskoulas… - International Journal on …, 2017 - Springer
Abstract The Next-Generation Airborne Collision Avoidance System (ACAS X) is intended to
be installed on all large aircraft to give advice to pilots and prevent mid-air collisions with …

Formal verification of ACAS X, an industrial airborne collision avoidance system

JB Jeannin, K Ghorbal, Y Kouskoulas… - 2015 international …, 2015 - ieeexplore.ieee.org
Formal verification of industrial systems is very challenging, due to reasons ranging from
scalability issues to communication difficulties with engineering-focused teams. More …

Aircraft collision avoidance using Monte Carlo real-time belief space search

TB Wolf, MJ Kochenderfer - Journal of Intelligent & Robotic Systems, 2011 - Springer
The aircraft collision avoidance problem can be formulated using a decision-theoretic
planning framework where the optimal behavior requires balancing the competing …

[PDF][PDF] Uncorrelated encounter model of the national airspace system version 2.0

AJ Weinert, EP Harkleroad, JD Griffith… - … , MA, Project Report …, 2013 - researchgate.net
Airspace encounter models, which provide realistic close encounter situations
representative of the airspace, are a critical component in the safety assessment of sense …

Analysis and improvement of traffic alert and collision avoidance system

J Tang - IEEE access, 2017 - ieeexplore.ieee.org
Several well-known international cooperation programs in the research field of air traffic
management, eg, SESAR and NextGen, aim to overcome the deficiencies of airspace …

Learning an urban air mobility encounter model from expert preferences

SM Katz, AC Le Bihan… - 2019 IEEE/AIAA 38th …, 2019 - ieeexplore.ieee.org
Airspace models have played an important role in the development and evaluation of aircraft
collision avoidance systems for both manned and unmanned aircraft. As Urban Air Mobility …

Costs of IQ loss from leaded aviation gasoline emissions

PJ Wolfe, A Giang, A Ashok, NE Selin… - … science & technology, 2016 - ACS Publications
In the United States, general aviation piston-driven aircraft are now the largest source of
lead emitted to the atmosphere. Elevated lead concentrations impair children's IQ and can …