Design Computation. Design Decision. Machine Learning. Deep Reinforcement Learning.
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Strt2Ftprnt
Strt2Ftprnt PublicPredicting building footprints given a street network using deep computer vision.
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SOS_MDP
SOS_MDP PublicDeep reinforcement learning to solve self-organized settlement growth modeled as Markov decision processes.
Python
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BeadyRing_DRL
BeadyRing_DRL PublicModeling of urban form based on the 'Beady Ring' model (Hillier & Hanson, 1984) using deep reinforcement learning.
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Brooklyn_DeepRL
Brooklyn_DeepRL PublicUrban block renewal maximizing outdoor thermal comfort using deep reinforcement learning methods.
Python 4
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CutnFill_DeepRL
CutnFill_DeepRL PublicPositioning a building mass on topography while minimizing the required cut and fill excavation volume using actor critic methods.
Python 7
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Kowloon_Bay_blueCFD
Kowloon_Bay_blueCFD PublicWind simulation using Butterfly CFD Grasshopper tools.
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