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dreamer-v3

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AdnanSattar / UrbanWorldModel

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UrbanWorldModel, UrbanSim WM is a DreamerV3-style world model for simulating city-scale air quality, energy, and mobility under policy interventions. It provides a Dockerized FastAPI + Next.js app with WAQI ETL integration, real-time PM2.5 inference, interactive charts, and a training pipeline in PyTorch.

reinforcement-learning air-quality smart-city time-series-forecasting energy-systems mobility-data urban-simulation mbrl dreamer-v3 world-model recurrent-state-space-model
  • Updated Nov 7, 2025
  • Python

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