A framework for modeling human-like driving behaviors for autonomous vehicles in driving simulators

T Al-Shihabi, RR Mourant - … fifth international conference on Autonomous …, 2001 - dl.acm.org
behavior within driving simulators is described in this paper. This framework serves as a basis
for building human-like driving behavior models for autonomous vehicles … at the planning

Optimal behavior planning for autonomous driving: A generic mixed-integer formulation

K Esterle, T Kessler, A Knoll - 2020 IEEE Intelligent Vehicles …, 2020 - ieeexplore.ieee.org
behavior planning model in real-road driving scenarios using our institute’s research vehicle
[… Future work will expand this framework to the multi-agent case for cooperative planning as …

Probabilistic MDP-behavior planning for cars

S Brechtel, T Gindele, R Dillmann - 2011 14th International …, 2011 - ieeexplore.ieee.org
behavior decision making for autonomous cars or advanced driver assistance systems (ADAS)
is usually tackled by manually modeling behavior rules… ’s autonomous vehicle used in the …

Behavior planning

J Villagra, A Artuñedo - … -Making Techniques for Autonomous Vehicles, 2023 - Elsevier
… In some complex conditions, autonomous vehicles (AVs) have … a hierarchical planning
system, where a high-level behavior or … and activates focused local planning strategies methods. …

Towards an understanding of the travel behavior impact of autonomous vehicles

JP Zmud, IN Sener - Transportation research procedia, 2017 - Elsevier
… of autonomous vehicles. Some elements of the technology are already available in vehicles
… “If it were close enough where the fuel expense was less than plan, I would take the vehicle.…

Planning for cars that drive themselves: Metropolitan planning organizations, regional transportation plans, and autonomous vehicles

E Guerra - Journal of Planning Education and Research, 2016 - journals.sagepub.com
… Modeling regional travel behavior is one of the primary roles … that the behavioral responses
to autonomous vehicles would … ] how will autonomous vehicles change travel behavior, and I …

Learning hierarchical behavior and motion planning for autonomous driving

J Wang, Y Wang, D Zhang, Y Yang… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
… with the existing works on learning behavior planning [6]–[8] … vehicle and the traffic situation,
and the control command ut at time t, we define the system model of the autonomous vehicle

Safety assessment of driving behavior in multi-lane traffic for autonomous vehicles

M Althoff, O Stursberg, M Buss - 2009 IEEE Intelligent Vehicles …, 2009 - ieeexplore.ieee.org
… 2 where the autonomous vehicle plans to turn into another street when another car is
approaching. For the time interval 71 = [0, t1], no crash can occur, as the stochastic reachable sets …

Predictive trajectory planning for autonomous vehicles at intersections using reinforcement learning

E Zhang, R Zhang, N Masoud - Transportation Research Part C: Emerging …, 2023 - Elsevier
autonomous vehicles. In order to have the trajectories in the simulated driving scenarios follow
the real behavior … range of driving scenes from an autonomous fleet driving dataset D = { …

Cooperative multi-vehicle behavior coordination for autonomous driving

T Kessler, A Knoll - 2019 IEEE Intelligent Vehicles Symposium …, 2019 - ieeexplore.ieee.org
… and autonomous vehicles. For a comprehensive interactionaware behavior planning the
predicted behavior … In state of the art algorithms, often the strategic planning layer for behavioral