ride-gym is an open-source simulation environment designed for research on multi-agent ride-pooling and dispatching in transportation gig-markets. It supports reinforcement learning and allows researchers to model, test, and benchmark dispatching strategies in a realistic simulated environment. The tool is aimed at transportation researchers and AI developers.
ride-gym sits in PulseGate's Other AI category. It focuses on enabling research and development of ride-pooling and dispatching algorithms in simulated gig-market environments. It is built as an open-source project for transportation researchers and AI developers. ride-gym is open source under the MIT license. ride-gym is available on the command line.
RS2002 builds and maintains ride-gym, and the product first shipped in 2026. Key capabilities include multi-agent simulation, ride-pooling environment, and dispatching algorithms.
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