Vehicle rebalancing on Chicago e-scooter Shrinking Supply 20%
89.38Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 89.38 | |
| RECOMMENDType=RL-based2026.02 | 80.04 | |
| LLM-planningType=Zero-shot planning2026.02 | 79.85 | |
| GAType=Genetic Algorithm2026.02 | 76.35 | |
| SDSMType=Rule-based2026.02 | 57.01 |