Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment

Y Ye, X Zhang, J Sun - Transportation Research Part C: Emerging …, 2019 - Elsevier
… a more realistic driving environment, we study the modeling of decision-making behavior with
a … on VISSIM high-fidelity simulation and DRL is proposed for decision-making training. (2) …

Effective performance behaviors in a simulated policy and decision making environment

J Wolfe - Management Science, 1975 - pubsonline.informs.org
simulations have … environment, little is known about what behavior players exercise within
the game situation. Using the critical incident technique, the author collected 1,453 behavior

COSIMO: a cognitive simulation model of human decision making and behavior in accident management of complex plants

PC Cacciabue, F Decortis, B Drozdowicz… - … on Systems, Man …, 1992 - ieeexplore.ieee.org
… ’s behavior and decision making activity carried out in the complex work environment. The
role of the WM is: to analyze and assess information about the environment with respect to the …

Testing behavioral simulation models by direct experiment

JD Sterman - Management Science, 1987 - pubsonline.informs.org
decision rules in simulation models of human behavior purport to describe decisionmaking
behavior … to confirm or disconfirrn the decision rules in simulation models. Direct experiment …

Decision strategies in simulated environments

DN Kleinmuntz, B Kleinmuntz - Behavioral Science, 1981 - Wiley Online Library
… of human behavior; (2) it can be used to explore alternate assumptions in those models, via
simulation; and (3) those models provide strong predictions about human performance in the …

The simulation of learning and decision-making behavior

G Pask - Aspects of the Theory of Artificial Intelligence: The …, 1962 - Springer
… In this paper we examine the peculiar difficulties of simulating the learning behavior of man,
certain animals, and those mechanical artifacts in which forms of organization evolve. The …

Impact of road environment on drivers' behaviors in dilemma zone: Application of agent-based simulation

S Kim, YJ Son, YC Chiu, MAB Jeffers… - Accident Analysis & …, 2016 - Elsevier
environmental factors into a more realistic driver decision-making model for the dilemma zone.
A driving simulator … , and adjacent vehicle behavior on the driver decision-making process …

Simulating human behavior for understanding and managing environmental resource use

W Jager, HJ Mosler - Journal of Social Issues, 2007 - Wiley Online Library
… For example, when the real experiment used groups of five participants who made 12
consecutive consumption decisions from a common pool, then the simulation comprised five …

Agent‐based human behavior modeling for crowd simulation

L Luo, S Zhou, W Cai, MYH Low, F Tian… - … and Virtual Worlds, 2008 - Wiley Online Library
… modeling framework is a natural reflection of human-like decision making and behavior
execution process, as we consider the two stages of the cognitive process involved in human’s …

A fuzzy-logic approach based on driver decision-making behavior modeling and simulation

AIM Almadi, RE Al Mamlook, Y Almarhabi, I Ullah… - Sustainability, 2022 - mdpi.com
Simulation This study used a multi-user driving simulator to simulate the above-identified …
conditions, is programmed into the driving simulator as different scenarios. For creating the …