hold-control

EXHOLD is a two-stage framework for real-time hold control in large-scale ride-hailing matching, improving passenger-driver experience and marketplace efficiency. Deployed in DiDi's Brazil market, it uses experience-aware pair assessment and constrained optimization to reduce cancellations and increase trip completion.