tsinghua-fib-lab / DRL-urban-planningLinks
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
☆255Updated 7 months ago
Alternatives and similar repositories for DRL-urban-planning
Users that are interested in DRL-urban-planning are comparing it to the libraries listed below
Sorting:
- ☆80Updated last year
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆30Updated last year
- Data and codes for MetroGAN☆16Updated 8 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Updated last year
- OD数据可视化工具☆57Updated last year
- An Awesome Collection of Urban Foundation Models (UFMs).☆181Updated 4 months ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆148Updated 8 months ago
- ☆65Updated 9 months ago
- ☆11Updated last year
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆51Updated 2 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆58Updated 3 months ago
- The code and documentation for geo-contextual multitask embedding learner☆26Updated 4 years ago
- ☆140Updated 3 years ago
- Urban Cup 2023☆16Updated 2 years ago
- ☆35Updated last year
- ☆28Updated 10 months ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆104Updated 3 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- A network-based python package to understand and model urban complexity☆163Updated 2 weeks ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆239Updated 3 months ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 8 months ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆17Updated 6 months ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆15Updated last year
- ☆44Updated 2 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆104Updated 4 months ago
- [KDD 2025 Research] CityGPT: Empowering Urban Spatial Cognition of Large Language Models.☆36Updated last month
- ☆107Updated 3 months ago
- The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Ori…☆11Updated last year
- implementation segmentation of urban areas using road network 自动生成自然街区(交通小区)☆52Updated 7 years ago
- ☆27Updated 10 months ago