Vehicle rebalancing on Chicago e-scooter Rising Demand 80%
97.1Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 97.1 | |
| LLM-planningType=Zero-shot planning2026.02 | 91.07 | |
| RECOMMENDType=RL-based2026.02 | 81.57 | |
| GAType=Genetic Algorithm2026.02 | 75.29 | |
| SDSMType=Rule-based2026.02 | 66.61 |