Vehicle rebalancing on Chicago e-scooter Shrinking Supply 5%
94.93Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 94.93 | |
| RECOMMENDType=RL-based2026.02 | 91.61 | |
| GAType=Genetic Algorithm2026.02 | 85.97 | |
| LLM-planningType=Zero-shot planning2026.02 | 84.56 | |
| SDSMType=Rule-based2026.02 | 81.1 |