This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network" (ITSC 2021)
☆39Apr 27, 2022Updated 4 years ago
Alternatives and similar repositories for TaxiSimulatorOnGraph
Users that are interested in TaxiSimulatorOnGraph are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50May 17, 2020Updated 6 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 5 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Oct 28, 2021Updated 5 years ago
- Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning☆10Nov 14, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆219Jul 21, 2019Updated 7 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- ☆11Oct 18, 2022Updated 4 years ago
- Multi-Agent Reinforcement Learning☆11Jun 16, 2020Updated 6 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆10Dec 29, 2020Updated 5 years ago
- ☆22Mar 11, 2024Updated 2 years ago
- KTH Artificial Intelligence (DD2380) final project VRP implemented in IP, PDDL and RL☆17May 3, 2024Updated 2 years ago
- ☆22Mar 12, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Apr 7, 2022Updated 4 years ago
- This is a custom real-time path tracer based on DirectX12.☆11Aug 19, 2022Updated 4 years ago
- NN-EMD framework: efficiently training neural networks using encrypted multi-sourced datasets☆14Jun 6, 2021Updated 5 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆65Aug 3, 2025Updated last year
- Implementations of MAPPO and IPPO on SMAC, the multi-agent StarCraft environment.☆80Mar 25, 2022Updated 4 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 6 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆165Sep 1, 2022Updated 4 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- A Graph Neural Network based model for swarm motion prediction and control☆10Oct 8, 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.
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 6 years ago
- A sklearn-style GA interface.☆14Jun 12, 2026Updated 4 months ago
- ☆13Oct 11, 2022Updated 4 years ago
- Implementation of Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks☆27Aug 24, 2023Updated 3 years ago
- Source code of queueing-based vehicle dispatching framework☆12Feb 20, 2019Updated 7 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 3 years ago
- Official Code for Eurographics 2025 paper "Versatile Physics-based Character Control with Hybrid Latent Representation"☆21Apr 30, 2025Updated last year
- ☆10Sep 13, 2025Updated last year
- GPU-Parallel Spatially Adaptive Kernel Density Estimation for Point Pattern Analysis☆12Mar 5, 2021Updated 5 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.
- Official implementation of "Real-time Control of Electric Autonomous Mobility-on-Demand Systems via Graph Reinforcement Learning"☆11Jun 22, 2024Updated 2 years ago
- Appendix and Code for Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning☆14Dec 8, 2022Updated 3 years ago
- [NeurIPS'22 Spotlight] When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning☆59Sep 24, 2023Updated 3 years ago
- A Python platform to automate calibration of traffic simulations☆10Sep 23, 2024Updated 2 years ago
- libxco是一个轻量级高性能协程网络库☆11Jul 10, 2025Updated last year
- This repository implements Distilled Graph Attention Policy Networks (DGAPNs), a curiosity-driven reinforcement learning model to generat…☆21Jan 21, 2022Updated 4 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year