tsinghua-fib-lab / road-planning-for-slums
A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)
☆28Updated last year
Alternatives and similar repositories for road-planning-for-slums:
Users that are interested in road-planning-for-slums are comparing it to the libraries listed below
- ☆75Updated last year
- A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational S…☆219Updated last month
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆37Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆90Updated 11 months ago
- Data and codes for MetroGAN☆16Updated last month
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks☆21Updated last month
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆35Updated 2 months ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆24Updated 9 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Codes for replicating the dataset described in "A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities…☆10Updated last year
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆11Updated last year
- ☆13Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆17Updated 10 months ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated last year
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆45Updated 8 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated last month
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆154Updated 2 weeks ago
- City Metro Network Expansion with Reinforcement Learning☆11Updated 5 years ago
- UrbanKGent is an urban knowledge graph construction agent.☆37Updated 3 months ago
- ☆16Updated 11 months ago
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆43Updated 3 months ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆12Updated last year
- ☆10Updated last year
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆61Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago