Vehicle rebalancing on Chicago e-scooter Rising Demand 50%
97.22Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 97.22 | |
| LLM-planningType=Zero-shot planning2026.02 | 91.5 | |
| RECOMMENDType=RL-based2026.02 | 88.47 | |
| GAType=Genetic Algorithm2026.02 | 81.76 | |
| SDSMType=Rule-based2026.02 | 73.36 |