Vehicle rebalancing on Chicago e-scooter Rising Demand 20%
97.34Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 97.34 | |
| RECOMMENDType=RL-based2026.02 | 93.82 | |
| LLM-planningType=Zero-shot planning2026.02 | 91.69 | |
| GAType=Genetic Algorithm2026.02 | 87.94 | |
| SDSMType=Rule-based2026.02 | 84.12 |