Vehicle rebalancing on Chicago e-scooter Shrinking Supply 10%
93.79Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 93.79 | |
| RECOMMENDType=RL-based2026.02 | 89.04 | |
| GAType=Genetic Algorithm2026.02 | 83.76 | |
| LLM-planningType=Zero-shot planning2026.02 | 82.65 | |
| SDSMType=Rule-based2026.02 | 74.07 |