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Orbolato / Stochastic-Runway-Capacity-RL

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Code and reproducibility materials for reinforcement-learning runway capacity management under uncertainty at São Paulo/Guarulhos (SBGR), associated with Transportation Research Part A.

aviation python machine-learning reinforcement-learning reproducible-research dqn stochastic-optimization ppo air-traffic-management airport-operations maskable-ppo weather-uncertainty air-traffic-flow-management runway-capacity runway-operations sbgr
  • Updated Oct 12, 2026
  • Python

Orbolato / Tactical-ATFM-RL

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Code and reproducibility materials for reinforcement-learning tactical air traffic flow and capacity management under uncertainty at São Paulo/Guarulhos (SBGR), associated with Transport Policy.

aviation python machine-learning reinforcement-learning reproducible-research uncertainty stochastic-optimization ppo air-traffic-management atfm airport-operations maskable-ppo air-traffic-flow-management demand-capacity-balancing runway-capacity sbgr miles-in-trail
  • Updated Oct 12, 2026
  • Python

Orbolato / SBGR-Runway-Configuration-Forecasts

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Code, public data, and archived results for multi-horizon runway-configuration forecasting at São Paulo/Guarulhos (SBGR), associated with Journal of Air Transport Management.

aviation python machine-learning time-series random-forest scikit-learn xgboost forecasting classification lightgbm r-language gradient-boosting sao-paulo air-traffic-management guarulhos air-transportation airport-operations runway-configuration runway-operations sbgr
  • Updated Oct 15, 2026
  • Python

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