A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
☆306Jan 3, 2025Updated last year
Alternatives and similar repositories for DRL-urban-planning
Users that are interested in DRL-urban-planning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)☆40Sep 11, 2023Updated 2 years ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆23Jan 23, 2024Updated 2 years ago
- ☆33Feb 6, 2025Updated last year
- ☆16Mar 11, 2024Updated 2 years ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆17Sep 17, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆15Nov 30, 2024Updated last year
- [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.☆53Jul 15, 2025Updated last year
- ☆22Nov 29, 2024Updated last year
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆20Mar 25, 2024Updated 2 years ago
- Data and codes for MetroGAN☆16Dec 23, 2024Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- The universal visitation law of human mobility (Nature)☆69Jun 8, 2022Updated 4 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆79Mar 17, 2026Updated 4 months ago
- ☆72Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Mar 10, 2023Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆27Jan 24, 2024Updated 2 years ago
- Urban Cup 2023☆16Aug 2, 2023Updated 2 years ago
- Mapping city-wide perceptions of neighbourhood quality using street-view images: a methodological toolkit.☆24Nov 24, 2022Updated 3 years ago
- visual-language reasoning segmentation of function-level building footprint☆20May 17, 2025Updated last year
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆60May 18, 2024Updated 2 years ago
- ☆13Jun 1, 2021Updated 5 years ago
- Urban Dynamics Through the Lens of Human Mobility☆18Jun 3, 2023Updated 3 years ago
- The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)☆21Apr 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆23Feb 6, 2024Updated 2 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆224Apr 7, 2026Updated 3 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆120Apr 29, 2025Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆115Dec 29, 2021Updated 4 years ago
- ☆18Nov 28, 2023Updated 2 years ago
- Large Language Models as Human Mobility Predictors☆64Nov 9, 2024Updated last year
- A diverse benchmark database for layout generation tasks and parsing tasks of floor plan/urban plan.☆15May 25, 2020Updated 6 years ago
- City Metro Network Expansion with Reinforcement Learning☆13Feb 13, 2020Updated 6 years ago
- The code and documentation for geo-contextual multitask embedding learner☆28Jun 4, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- UrbanKGent is an urban knowledge graph construction agent.☆67Oct 14, 2025Updated 9 months ago
- ☆15Jan 25, 2024Updated 2 years ago
- Community list of data & technology resources concerning the built environment and communities. 🏙️🌳🚌🚦🗺️☆357Jul 13, 2026Updated 2 weeks ago
- dynamic mesoscopic traffic simulation☆12Apr 12, 2022Updated 4 years ago
- ☆17Feb 13, 2025Updated last year
- The code for USTBench.☆24Mar 29, 2026Updated 4 months ago
- Code for the research paper "Methodological Foundation of a Numerical Taxonomy of Urban Form"☆41Nov 9, 2023Updated 2 years ago