NYC Taxi dispatch strategies
- Orders and empty distance verified
- Fatigue pending re-run
- RL metrics incomplete
- —Fewer trips per day with HumanizedLoading data…
- —Empty distance per pickupLoading data…
- —Fatigue eventsOld engine result, pending re-run
18:00
Pickups per hour
LowHigh
Located by taxi zone
Trips Baseline took but Humanized skipped
Larger circle, more skipped this hour
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24 hoursBaselineHumanized
Day by day over 30 days
Pick a bar to change the date · dots mark weekendsMethods and limitations
- Pickups are known only to the taxi zone (263 zones); the heat is a blur of zone points, and the busiest zone has the most pickups that hour.
- Pickup distance is straight-line at 20 km/h.
- Fleet size limits the share of requested trips that can be served.
- No shift covers 06:00–07:00, so almost no trips are served then.
- RL uses results from the prior run; its fatigue metrics are incomplete.
- Fatigue events count assignments beyond the continuous-work threshold, not unique drivers. The reduction is the average of the 30 daily percentage changes.
- Fatigue and meal metrics come from the old simulation engine and will be updated after a re-run.