127 citations · 220 across the 16 of their papers we have counts for
3 papers · 1 filter
Macroscopic Modeling, Calibration, and Simulation of Managed Lane-Freeway Networks, Part II: Network-scale Calibration and Case Studies
Matthew A. Wright, Roberto Horowitz, Alex A. Kurzhanskiy
In Part I of this paper series, several macroscopic traffic model elements for mathematically describing freeway networks equipped with managed lane facilities were proposed. These…
Attentional Policies for Cross-Context Multi-Agent Reinforcement Learning
Matthew A. Wright, Roberto Horowitz
Many potential applications of reinforcement learning in the real world involve interacting with other agents whose numbers vary over time. We propose new neural policy architectur…
Neural-Attention-Based Deep Learning Architectures for Modeling Traffic Dynamics on Lane Graphs
Matthew A. Wright, Simon F. G. Ehlers, Roberto Horowitz
Deep neural networks can be powerful tools, but require careful application-specific design to ensure that the most informative relationships in the data are learnable. In this pap…