Traffic Assignment Python Packages

routerl-nightly

RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.

path4gmns

An open-source, cross-platform, lightweight, and fast Python path engine for networks encoded in GMNS.

idealflownetwork

Python package provides powerful tools for creating and managing Ideal Flow Networks (IFN). An Ideal Flow Network is a strongly connected network where the flows are balanced.

routerl

RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.

routerlurb

RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.

gui4gmns

AI-guided, offline-capable dashboards for GMNS traffic networks (DTALite / TAPLite / Dynamic ODME / DLSim): GMNS run folder in, one self-contained dashboard.html out. Cross-platform successor to the NEXTA GUI.