Behavior planning at urban intersections through hierarchical reinforcement learning

Z Qiao, J Schneider, JM Dolan - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
… In this work, we propose a behavior planning structure based on reinforcement learning (RL…
vehicle behavior planning with a hierarchical structure in simulated urban environments. …

Belief state planning for autonomously navigating urban intersections

M Bouton, A Cosgun… - 2017 IEEE Intelligent …, 2017 - ieeexplore.ieee.org
… in driver behavior. Providing an efficient strategy to navigate through urban intersections
is … This paper frames the problem of navigating unsignalized intersections as a partially …

Road user's behavior analyses of urban intersections

S Yuelong, Y Danya, Z Yi, W Zheng… - 2007 IEEE Intelligent …, 2007 - ieeexplore.ieee.org
… the road user’s behavior when crossing urban intersection, including the confliction … behavior,
and departure headways with and without disturbance on the urban signalized intersection

Exploring patterns of child pedestrian behaviors at urban intersections

V Gitelman, S Levi, R Carmel, A Korchatov… - Accident Analysis & …, 2019 - Elsevier
… in urban areas, with a significant share at crosswalks. This study observed child pedestrian
behaviors at crosswalks of urban intersections aiming to characterize their behavior patterns …

Looking at intersections: a survey of intersection monitoring, behavior and safety analysis of recent studies

MS Shirazi, BT Morris - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
… only on vision-based detection and tracking for urban traffic and behavior analyses [6], [7]. …
at intersections. This paper presents a review of behavior, and safety studies at intersections, …

Stochastic driver speed control behavior modeling in urban intersections using risk potential-based motion planning framework

Y Akagi, P Raksincharoensak - 2015 IEEE intelligent vehicles …, 2015 - ieeexplore.ieee.org
… We collect natural driving data in an urban unsignalized intersection. Table II shows the
sensing data types of the experiment. 3D point clouds that represent the shape of the sur…

Driver behavior characteristics at urban signalized intersections

KL Schattler, TK Datta - Transportation research record, 2004 - journals.sagepub.com
… risk of severe crashes at signalized intersections have been an ongoing concern to … behavior
represent a substantial number of crashes at urban and suburban signalized intersections

Autonomous driving at intersections: A behavior-oriented critical-turning-point approach for decision making

K Shu, H Yu, X Chen, S Li, L Chen… - IEEE/ASME …, 2021 - ieeexplore.ieee.org
… tasks for urban automated driving, due to the various shapes of intersections and rapidly …
This article addresses the challenges of decision making at highly uncertain intersections of …

Operating times and users' behavior at Urban road intersections

L Moretti, F Palazzi, G Cantisani - Sustainability, 2020 - mdpi.com
… It is related to the behavior of a driver approaching an intersection that, in its turn, … intersection
operation time (IOT) for typical non-signalized 4-leg and 3-leg (or T-leg) urban intersections

[PDF][PDF] Driver Behaviour At Urban Intersections

L Bruno, A Rizzo - 2005 - siiv.net
… Under this point of view, this work provides an initial contribution to the knowledge of the
above mentioned behavior which is analyzed on the basis of dynamic data acquired by the …