Vehicle rebalancing on Chicago e-scooter Shrinking Supply 15%
91.4Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 91.4 | |
| RECOMMENDType=RL-based2026.02 | 84.92 | |
| LLM-planningType=Zero-shot planning2026.02 | 81.38 | |
| GAType=Genetic Algorithm2026.02 | 80.86 | |
| SDSMType=Rule-based2026.02 | 66.68 |