Vehicle rebalancing on Chicago e-scooter Rising Demand 100%
96.87Demand Satisfaction RateAMPLIFY
Evaluation Results
| Method | Links | |
|---|---|---|
| AMPLIFYType=LLM-augmented adaptation, Backbone=GPT-4o2026.02 | 96.87 | |
| LLM-planningType=Zero-shot planning2026.02 | 90.86 | |
| RECOMMENDType=RL-based2026.02 | 80.68 | |
| GAType=Genetic Algorithm2026.02 | 70.46 | |
| SDSMType=Rule-based2026.02 | 61.45 |