tsinghua-fib-lab / DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
☆219Updated last month
Alternatives and similar repositories for DRL-urban-planning:
Users that are interested in DRL-urban-planning are comparing it to the libraries listed below
- ☆75Updated last year
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆28Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Data and codes for MetroGAN☆16Updated last month
- An Awesome Collection of Urban Foundation Models (UFMs).☆154Updated 2 weeks ago
- OD数据可视化工具☆54Updated 9 months ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆45Updated last year
- ☆136Updated 2 years ago
- A network-based python package to understand and model urban complexity☆146Updated last week
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆35Updated 3 months ago
- Urban Cup 2023☆15Updated last year
- The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A dif…☆19Updated 5 years ago
- ☆60Updated 3 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆123Updated 2 months ago
- ☆32Updated last year
- A game theory approach to measuring spatial effects from machine learning models.☆99Updated last month
- ☆93Updated last week
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆177Updated last week
- Urban Spatial Data Analysis Method--Python Implementation /代码为caDesign（cadesign.cn）设计研究中“python知识系统部分”即"城市空间数据分析方法——PYTHON语言实现"。☆169Updated 2 years ago
- Conditional Adversarial Trajectory Synthesis☆23Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆90Updated 3 years ago
- Introductory tutorial to Biogeme☆23Updated 2 years ago
- 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 last year
- This package is a one-stop solution for downloading, cleaning, analyzing street view imagery☆47Updated this week
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆177Updated 10 months ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- public code and data☆36Updated 2 years ago