Companion code to TRC paper: Daniel A. Lazar, Erdem Bıyık, Dorsa Sadigh, Ramtin Pedarsani. "Learning how to Dynamically Route Autonomous Vehicles on Shared Roads". Transportation Research Part C: Emerging Technologies, , vol. 130, pp. 103258, 2021; doi: 10.1016/j.trc.2021.103258.
☆15Aug 9, 2021Updated 5 years ago
Alternatives and similar repositories for RL_Routing
Users that are interested in RL_Routing 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 large-scale simulation-based dynamic traffic assignment model of Melbourne☆11Feb 17, 2019Updated 7 years ago
- DRL-Router is a method based on distributional reinforcement learning for RSP problem。☆11Oct 11, 2021Updated 5 years ago
- ☆11Aug 25, 2022Updated 4 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆17Feb 11, 2023Updated 3 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dynamic Traffic Assignment☆15Aug 25, 2020Updated 6 years ago
- ☆15Nov 22, 2022Updated 3 years ago
- Implementation of dynamic origin-destination demand estimation☆20Oct 15, 2018Updated 8 years ago
- sumo + RL + Routing☆19May 6, 2022Updated 4 years ago
- In this study model predictive control is applied to a vehicle overtaking slower moving vehicles in a one way, two lane road. A risk map …☆13Feb 4, 2022Updated 4 years ago
- Social Attention for Autonomous Decision-Making in Dense Traffic☆23Oct 30, 2021Updated 5 years ago
- This repository contains code related to a research paper I've been working on titled "Dynamic traffic assignment with a node-based cell …☆19Aug 23, 2019Updated 7 years ago
- Intersection Management with iCACC theorm☆10Feb 7, 2020Updated 6 years ago
- A python implementation of the cell transmission model (CTM) for macroscopic traffic flow simulation.☆24Dec 6, 2021Updated 4 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.
- A collection of open-source projects on the Traffic Assignment Problem☆17May 13, 2026Updated 5 months ago
- The code used to generate and evaluate SUMO scenarios for measuring the safety and efficiency of low penetration rates of connected auton…☆15May 12, 2021Updated 5 years ago
- ECCV[2024] "Modelling Competitive Behaviors in Autonomous Driving Under Generative World Model" official implement☆17Jul 15, 2025Updated last year
- Python Parking Monitoring Library for SUMO☆20Mar 18, 2020Updated 6 years ago
- This is the companion code for the method reported in the paper "Learning game-theoretic models of multiagent trajectories using implicit…☆12Feb 8, 2021Updated 5 years ago
- The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning☆11Oct 31, 2021Updated 5 years ago
- MATLAB implementation of "Safe driving envelopes for path tracking in autonomous vehicles"☆10May 31, 2021Updated 5 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆20Oct 23, 2021Updated 5 years ago
- Implements the algorithm introduced in the paper "Advanced Planning for Autonomous Vehicles using Reinforcement Learning and Deep Inverse…☆36Mar 21, 2021Updated 5 years ago
- 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.
- [WAVC'24 Workshop] Human-Centric Autonomous Systems With LLMs for User Command Reasoning☆16Jul 10, 2024Updated 2 years ago
- Uses Google's Directions API to calculate commute times to/from potential homes☆14Jul 3, 2019Updated 7 years ago
- Simulator for the INTERACTION dataset☆32Oct 4, 2022Updated 4 years ago
- Code for an optimal velocity model (OVM) and a multiple car following (MCF) model☆10Sep 14, 2018Updated 8 years ago
- Inverse Variational Inequalities along with optimization problems arising in Traffic networks☆28Aug 26, 2018Updated 8 years ago
- ☆11May 30, 2022Updated 4 years ago
- Repository for "Safe Occlusion-aware Autonomous Driving via Game-Theoretic Active Perception" - RSS 2021☆37Jul 22, 2022Updated 4 years ago
- Jointly learning policies and latent representations for driver behavior.☆15Jun 6, 2017Updated 9 years ago
- Application of reinforcement learning to Optimize transportation routes using reinforcement learning☆23Dec 21, 2021Updated 4 years ago
- 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.
- Repository for "Blending Data-Driven Priors in Dynamic Games" - RSS 2024☆19Jun 25, 2024Updated 2 years ago
- Python implement of paper "PD-FAC: Probability Density Factorized Multi-Agent Distributional Reinforcement Learning for Multi-Robot Relia…☆12Mar 5, 2022Updated 4 years ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆14Jul 12, 2023Updated 3 years ago
- This repository documents the MATLAB implementation of several day-to-day (disequilibrium) dynamic traffic assignment models, e.g. based …☆31Feb 16, 2020Updated 6 years ago
- Open-source Python package designed for integration of deep learning (first DL) and traffic simulation, by extending original C++ based s…☆27Oct 8, 2024Updated 2 years ago
- Code for the course 42185 modelling and planning for public transport☆11Sep 18, 2020Updated 6 years ago
- Code to predict the intention of human drivers on the approach to intersections☆29Mar 24, 2023Updated 3 years ago