A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
☆307Jan 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
- ☆36Feb 6, 2025Updated last year
- ☆16Mar 11, 2024Updated 2 years ago
- ☆19Aug 18, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆17Sep 17, 2023Updated 2 years ago
- ☆15Nov 30, 2024Updated last year
- [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.☆54Jul 15, 2025Updated last year
- ☆12Apr 2, 2024Updated 2 years ago
- ☆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"☆33Jan 8, 2024Updated 2 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆79Mar 17, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆177Dec 16, 2024Updated last year
- ☆73Jul 27, 2026Updated last month
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Mar 10, 2023Updated 3 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆230Jan 9, 2025Updated last year
- The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Ori…☆12Feb 24, 2024Updated 2 years ago
- Urban Cup 2023☆16Aug 2, 2023Updated 3 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☆21May 17, 2025Updated last year
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆61May 18, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆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)☆20Apr 15, 2024Updated 2 years ago
- ☆23Feb 6, 2024Updated 2 years ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆224Apr 7, 2026Updated 5 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆119Apr 29, 2025Updated last year
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆116Dec 29, 2021Updated 4 years ago
- ☆18Nov 28, 2023Updated 2 years ago
- ☆299Aug 12, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆150May 4, 2022Updated 4 years ago
- Large Language Models as Human Mobility Predictors☆65Nov 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
- [Archived] Move to agentsociety☆17Feb 6, 2025Updated last year
- The code and documentation for geo-contextual multitask embedding learner☆28Jun 4, 2021Updated 5 years ago
- Community list of data & technology resources concerning the built environment and communities. 🏙️🌳🚌🚦🗺️☆360Jul 13, 2026Updated last month