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VinUniversity
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Achieve a \$1.22M profit in city-scale EV ride-hailing by combining semi-Markov RL with a feasibility-guaranteed MILP projection, outperforming strong baselines and eliminating feeder-limit violations.
A novel framework ensures that freight negotiations remain competitive and compliant with pricing dynamics, achieving high agreement rates without sacrificing decision transparency.
