AIBullisharXiv – CS AI · Mar 34/107
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Bridging Policy and Real-World Dynamics: LLM-Augmented Rebalancing for Shared Micromobility Systems
Researchers introduce AMPLIFY, an LLM-augmented framework for optimizing shared micromobility vehicle rebalancing in urban transportation systems. The system combines baseline rebalancing algorithms with real-time AI adaptation to handle emergent events like demand surges and regulatory changes, showing improved performance in Chicago e-scooter data testing.