Novel high-performance multi-modal routing service for first and last mile trip requests with hierarchical multi agent reinforcement learning

Abstract

The Meta-Router is a novel service to solve the first and last mile routing problem by ensuring trip request being handled over all available means of public transport. The unique hierarchical multi-agent reinforcement learning approach generates valid and user centred trip options in a short time.