A new open-source Python simulator called PedNStream has been developed for simulating pedestrian traffic flow in large-scale environments. This tool is designed for efficient, feedback-based control of crowds, extending the Link Transmission Model with stochastic dynamics and utility-based route choice. PedNStream is intended as a practical testbed for managing pedestrian networks through interventions like gating and rerouting, with demonstrated scalability and controller integration. AI
IMPACT Provides a new tool for simulating and managing complex crowd dynamics, potentially aiding urban planning and event management.
RANK_REASON The cluster describes a new academic paper detailing a novel simulation framework. [lever_c_demoted from research: ic=1 ai=0.4]
- arXiv
- Hugging Face
- Link Transmission Model-Based Linear Programming Formulation for Network Design
- PedNStream
- Python
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