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Found 7 papers, 5 papers with code
Vessel-following model for inland waterways based on deep reinforcement learning
While deep reinforcement learning (RL) has been increasingly applied in designing car-following models in the last years, this study aims at investigating the feasibility of RL-based vehicle-following for complex vehicle dynamics and strong environmental disturbances.
Formulation and validation of a car-following model based on deep reinforcement learning
For various parameterizations of the reward functions, and for a wide variety of artificial and real leader data, the model turned out to be unconditionally string stable, comfortable, and crash-free.
Self-Driven Particle Model for Mixed Traffic and Other Disordered Flows
With an adaptive cruise control (ACC) system as underlying car-following model, it becomes a controller for the acceleration and steering of autonomous vehicles in mixed or lane-based traffic.
Physics and Society
Comparing Numerical Integration Schemes for Time-Continuous Car-Following Models
We compare four explicit methods: Euler's method, ballistic update, Heun's method (trapezoidal rule), and the standard forth-order RK4.
Computational Engineering, Finance, and Science Physics and Society
An Open-Source Microscopic Traffic Simulator
We present the interactive Java-based open-source traffic simulator available at www. traffic-simulation. de.
Adaptation and Self-Organizing Systems Physics and Society
Enhanced Intelligent Driver Model to Access the Impact of Driving Strategies on Traffic Capacity
With an increasing number of vehicles equipped with adaptive cruise control (ACC), the impact of such vehicles on the collective dynamics of traffic flow becomes relevant.
Physics and Society
Congested Traffic States in Empirical Observations and Microscopic Simulations
Combined states are observed as well, like the coexistence of moving localized clusters and clusters pinned at road inhomogeneities, or regions of oscillating congested traffic upstream of nearly homogeneous congested traffic.
Statistical Mechanics
